{"meta":{"query_hash":"4f35a68be5ac","filters":{"topic":"Innovation, Sustainability, Human-Machine Systems"},"cohort_total":236,"direct_labels_cover":3,"predictions_cover":236,"exported":236,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4f35a68be5ac","api":"https://metacan.xera.ac/api/v1/cohort?topic=Innovation%2C+Sustainability%2C+Human-Machine+Systems"},"results":[{"id":"W108073687","doi":"10.1007/978-3-319-07860-1_4","title":"Wall Street After Rio: A Discussion with Calvert Investments’ Senior Sustainability Research Analyst, Ms. Ellen Kennedy","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foundation of Stars","funders":"","keywords":"Sustainability; Management; Sociology; Engineering; Economics","score_opus":0.030538138623783777,"score_gpt":0.34979217531954426,"score_spread":0.31925403669576047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W108073687","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011501556,0.00013542625,0.0006576993,0.011306443,0.0003124849,0.0066506932,0.000054190594,0.0004128489,0.96896863],"genre_scores_gemma":[0.41407645,0.000012121323,0.000107996915,0.00018724814,0.00060810795,0.00022610399,0.00010490776,0.00009822424,0.5845788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98983437,0.0017813916,0.0013018857,0.0018026124,0.003660806,0.0016189496],"domain_scores_gemma":[0.99059266,0.00045155222,0.0005065021,0.002014111,0.0058869175,0.00054828776],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010718278,0.0008396703,0.0011382333,0.001087568,0.0017035172,0.00043853512,0.0011622164,0.0010177606,0.0026709954],"category_scores_gemma":[0.0013157894,0.00052359275,0.0003696461,0.0006894582,0.002660672,0.00044886878,0.0005687926,0.001582991,0.0001185641],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035262082,0.0002009326,0.0430305,0.0009976891,0.00030777024,0.000102285965,0.019072019,0.000016470362,0.000001061333,0.91292965,0.021046035,0.0019429547],"study_design_scores_gemma":[0.0007576377,0.00045920286,0.0055712042,0.0002979153,0.00013563037,0.0000020669338,0.018494971,0.000101580685,0.0000027350732,0.1566035,0.8163379,0.0012356874],"about_ca_topic_score_codex":0.059129708,"about_ca_topic_score_gemma":0.15500242,"teacher_disagreement_score":0.79529184,"about_ca_system_score_codex":0.005669507,"about_ca_system_score_gemma":0.0035701185,"threshold_uncertainty_score":0.9997216},"labels":[],"label_agreement":null},{"id":"W1485464879","doi":"10.5204/mcj.631","title":"Overturning the Sudden End: New Interpretations of Catastrophe","year":2013,"lang":"en","type":"article","venue":"M/C Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Catastrophe theory; Engineering","score_opus":0.013224978013886734,"score_gpt":0.30735579790307405,"score_spread":0.2941308198891873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485464879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9271369,0.00031481113,0.014782119,0.013461057,0.0015799432,0.0006435514,0.000004302102,0.000045593304,0.042031754],"genre_scores_gemma":[0.99586034,0.0000047552217,0.00037909733,0.00013078304,0.00083278894,0.000005562163,0.0000017717915,0.00000757316,0.0027773492],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984662,0.00037660712,0.00039070396,0.00008458639,0.0004358756,0.0002460321],"domain_scores_gemma":[0.99868214,0.00021941426,0.00030393532,0.0001576497,0.0005508214,0.000086065],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014324114,0.00007282973,0.00011870979,0.000091490634,0.00080035126,0.00024093968,0.00039850007,0.000040897987,0.0021799535],"category_scores_gemma":[0.0011169981,0.000049767823,0.00007677517,0.00030229773,0.00019636478,0.00045965557,0.000039448012,0.00031185793,0.00003452741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022488464,0.00012145509,0.11028055,0.00004678554,0.00018138601,0.0000075757316,0.46883816,0.0008324013,0.0013832928,0.20193069,0.1658419,0.050513316],"study_design_scores_gemma":[0.0013149196,0.00034044118,0.26060203,0.00026838406,0.00010545481,0.00014027768,0.34544116,0.0015453495,0.00027065523,0.16038723,0.22891793,0.0006661833],"about_ca_topic_score_codex":0.01577432,"about_ca_topic_score_gemma":0.0020633657,"teacher_disagreement_score":0.15032147,"about_ca_system_score_codex":0.00017964782,"about_ca_system_score_gemma":0.00061548245,"threshold_uncertainty_score":0.9987322},"labels":[],"label_agreement":null},{"id":"W151412310","doi":"10.55016/ojs/jet.v29i1.52376","title":"Quantum Drama: Transforming Consciousness Through Narrative and Roleplay","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Narrative; Drama; Consciousness; Psychology; Literature; Art; Neuroscience","score_opus":0.02308746967943608,"score_gpt":0.37238373171107664,"score_spread":0.34929626203164055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W151412310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9456702,0.00044284575,0.00092500687,0.028442705,0.0025551512,0.00029832995,0.0000042065867,0.000011178827,0.021650413],"genre_scores_gemma":[0.9917531,0.00002677459,0.0013391761,0.0002621794,0.004555719,0.0000075319213,0.0000026243135,0.00001245491,0.002040442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980164,0.00034681856,0.00062562333,0.00016288819,0.000582351,0.0002659238],"domain_scores_gemma":[0.9964408,0.0005801306,0.00050039944,0.00011085367,0.0022656254,0.0001021527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022030391,0.00012882959,0.00025194924,0.00015230462,0.0011762079,0.00013533118,0.0002486953,0.000093925504,0.00041345382],"category_scores_gemma":[0.0013785624,0.00011083736,0.0000780156,0.00051338563,0.0008546015,0.00102608,0.00001557258,0.00023385968,0.000008122787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039438673,0.00012272075,0.009250629,0.000026143218,0.000042991196,0.000001316405,0.20903765,0.000003799695,0.000102989565,0.7764996,0.004587581,0.00028512324],"study_design_scores_gemma":[0.00085492845,0.0003541339,0.017340705,0.00017122769,0.000051603834,0.000119857825,0.26205033,0.000034049714,0.00033131035,0.4047879,0.31353122,0.00037270412],"about_ca_topic_score_codex":0.00053384964,"about_ca_topic_score_gemma":0.0009714664,"teacher_disagreement_score":0.3717117,"about_ca_system_score_codex":0.00030630128,"about_ca_system_score_gemma":0.001949865,"threshold_uncertainty_score":0.90465593},"labels":[],"label_agreement":null},{"id":"W1585222247","doi":"10.26522/brocked.v12i2.24","title":"Human Adaptation and the Ingenuity Gap","year":2003,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ingenuity; Adaptation (eye); Presentation (obstetrics); Experiential learning; Sociology; Epistemology; Engineering ethics; Psychology; Pedagogy; Engineering; Philosophy","score_opus":0.0392884401473959,"score_gpt":0.35775026967712525,"score_spread":0.31846182952972935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585222247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92881256,0.00069938024,0.001910831,0.0051279454,0.00212562,0.0006377805,4.7694147e-7,0.000037867252,0.060647517],"genre_scores_gemma":[0.9927793,0.000016660393,0.00020681803,0.00031014552,0.00083375326,0.000020235622,0.0000014203325,0.0000071078557,0.0058245547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99797636,0.0010808534,0.00031765547,0.0001124615,0.00033204723,0.00018060645],"domain_scores_gemma":[0.99865127,0.000091521404,0.00027412095,0.000118002594,0.0007622859,0.000102801474],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022906002,0.00007302998,0.00009505184,0.00010271094,0.0025684917,0.0003138078,0.0001390932,0.00004945371,0.00019252962],"category_scores_gemma":[0.0024348046,0.00005647989,0.000038206603,0.00030263927,0.00021970509,0.00032908347,0.000009629143,0.00022250882,0.000006652643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070838582,0.000082443585,0.013662464,0.000016034322,0.000013101982,1.7874616e-7,0.06996228,0.00003750444,0.000022831675,0.90335196,0.009038355,0.0038057673],"study_design_scores_gemma":[0.0010711082,0.00003562585,0.05580322,0.00003806652,0.000033341887,0.00007275218,0.26565605,0.000030413454,0.000014094157,0.38321468,0.293791,0.00023967438],"about_ca_topic_score_codex":0.00079727103,"about_ca_topic_score_gemma":0.0008404979,"teacher_disagreement_score":0.52013725,"about_ca_system_score_codex":0.00026165936,"about_ca_system_score_gemma":0.0015205747,"threshold_uncertainty_score":0.99873},"labels":[],"label_agreement":null},{"id":"W1605166609","doi":"10.5751/es-01811-110150","title":"Generating and Fostering Novelty","year":2006,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Surprise; Computer science; Novelty; Simple (philosophy); Class (philosophy); Redundancy (engineering); Risk analysis (engineering); Simplicity; Management science; Operations research; Artificial intelligence; Engineering; Business; Sociology","score_opus":0.017625142711546634,"score_gpt":0.30036533029239015,"score_spread":0.2827401875808435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605166609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98844445,0.00013840846,0.00022141429,0.0008548658,0.0002168611,0.00015670172,0.0000011922765,0.000043044667,0.009923092],"genre_scores_gemma":[0.99736977,0.000017689086,0.000853783,0.00032042252,0.00046205,0.0000114711565,0.0000034134816,0.0000043909213,0.0009569853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929905,0.00011342864,0.00014735218,0.00016289261,0.00006960004,0.0002076559],"domain_scores_gemma":[0.99966973,0.00011168793,0.000055149554,0.00005582485,0.00008413206,0.000023482262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010937537,0.000060200597,0.00010163434,0.000012227452,0.0012408798,0.000054134318,0.000044744284,0.00012816476,0.000025657926],"category_scores_gemma":[0.00009123543,0.00006159764,0.000027466931,0.00009136909,0.00033009058,0.000115736504,0.000070018556,0.00009651373,0.0000010494418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025838701,0.00004846193,0.70469683,0.000082290426,0.000026244921,0.000002468287,0.05935248,0.00007065431,0.00085171626,0.22464179,0.008563171,0.0016612918],"study_design_scores_gemma":[0.0007872286,0.00007323642,0.8899926,0.000009319951,0.000019351844,0.000008081687,0.044284247,0.0022907828,0.000053220265,0.03222169,0.02987611,0.000384159],"about_ca_topic_score_codex":0.0017439402,"about_ca_topic_score_gemma":0.0046244916,"teacher_disagreement_score":0.1924201,"about_ca_system_score_codex":0.00007922883,"about_ca_system_score_gemma":0.000069112,"threshold_uncertainty_score":0.95439696},"labels":[],"label_agreement":null},{"id":"W1931341725","doi":"10.3917/vse.195.0099","title":"Peut-on être écologiquement vertueux sans être socialement responsable ?","year":2014,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04966205672617596,"score_gpt":0.37847851003657124,"score_spread":0.3288164533103953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1931341725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7181769,0.0012501968,0.002289354,0.09343496,0.005761296,0.0023226617,0.000041328694,0.00031554286,0.17640777],"genre_scores_gemma":[0.95954597,0.00033110124,0.0013389336,0.0033079144,0.0015747464,0.00010346323,0.000011170784,0.00003289767,0.033753812],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98962384,0.0039996556,0.0010925155,0.0014253345,0.0019227517,0.0019358692],"domain_scores_gemma":[0.9959962,0.0014649037,0.0006578856,0.0008613881,0.00062972086,0.00038990082],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.016710524,0.00052327657,0.00059107196,0.0003853043,0.0036942807,0.00053591724,0.0016016628,0.0003685533,0.0037160427],"category_scores_gemma":[0.003790931,0.00050578825,0.0002988945,0.002658929,0.003395634,0.0006889185,0.00035800078,0.0005450198,0.0007318251],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010133538,0.0011554961,0.08095211,0.00026329793,0.00006787975,0.00003810634,0.04453162,0.0045039365,0.00011274896,0.76909864,0.050994948,0.048179876],"study_design_scores_gemma":[0.0009611642,0.0011603456,0.012134245,0.00026902373,0.00009555602,0.000006801041,0.03397626,0.0060724597,0.00029072489,0.08286113,0.8612535,0.00091881375],"about_ca_topic_score_codex":0.0069339005,"about_ca_topic_score_gemma":0.004432172,"teacher_disagreement_score":0.8102585,"about_ca_system_score_codex":0.0030974026,"about_ca_system_score_gemma":0.0024345533,"threshold_uncertainty_score":0.99973935},"labels":[],"label_agreement":null},{"id":"W1968126248","doi":"10.1007/s11948-011-9259-1","title":"Fairness in Technological Design","year":2011,"lang":"en","type":"article","venue":"Science and Engineering Ethics","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Appeal; Computer science; Philosophy of science; Diversity (politics); Economic Justice; Distributive property; Design science; Abstraction; Management science; Risk analysis (engineering); Sociology; Knowledge management; Economics; Law; Business; Epistemology; Political science","score_opus":0.12719525819126157,"score_gpt":0.34581212421042873,"score_spread":0.21861686601916716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968126248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8676148,0.0001239556,0.10460268,0.0038119338,0.0009214654,0.0008720531,9.099799e-7,0.000677362,0.02137481],"genre_scores_gemma":[0.99709195,0.000010264354,0.0027553276,0.00004479615,0.000026896729,0.000015608543,1.02748054e-7,0.000003890239,0.000051191582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987476,0.00007543051,0.00014166944,0.00021275134,0.000485123,0.0003374475],"domain_scores_gemma":[0.9992896,0.00018196691,0.000024065843,0.00013347038,0.00031679595,0.00005410546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012615398,0.00006689781,0.00008343344,0.00026307313,0.00041913826,0.000064087464,0.0003353749,0.0001425849,0.000008428064],"category_scores_gemma":[0.006541488,0.000061287006,0.000008480705,0.0015892399,0.0013167072,0.0003385213,0.00006188328,0.00045236465,0.0000025225543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013937704,0.000016349899,0.0047224658,0.000030262283,6.8839955e-7,0.0000055206206,0.037700374,0.00030885774,0.0003277493,0.95606804,0.0000074311342,0.0008108875],"study_design_scores_gemma":[0.001055494,0.00041437714,0.36894807,0.0004933419,0.000018123284,0.000031761687,0.14933734,0.04312587,0.006423082,0.39441833,0.033230375,0.0025038465],"about_ca_topic_score_codex":0.0012478009,"about_ca_topic_score_gemma":0.00023016722,"teacher_disagreement_score":0.5616497,"about_ca_system_score_codex":0.00017791176,"about_ca_system_score_gemma":0.0004886749,"threshold_uncertainty_score":0.7831245},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1971990838","doi":"10.1353/mfs.2012.0028","title":"Creating Consilience: Integrating the Sciences and the Humanities (review)","year":2012,"lang":"en","type":"article","venue":"Modern fiction studies","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consilience; Embodied cognition; Discipline; Sociology; Philosophy of science; Humanities; Epistemology; Philosophy; Social science","score_opus":0.10015714723870545,"score_gpt":0.4037678392585477,"score_spread":0.30361069201984225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971990838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35344243,0.3218241,0.0018080593,0.019782525,0.0022590905,0.0027758626,0.000004199303,0.0003233332,0.2977804],"genre_scores_gemma":[0.9938339,0.0029884274,0.0000516007,0.00079854217,0.00047924212,0.00014900632,4.5003677e-7,0.0000051064007,0.0016937456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99791664,0.0007956844,0.00033704206,0.00016942955,0.000462981,0.00031823022],"domain_scores_gemma":[0.9978347,0.0012998545,0.00021643349,0.00014557352,0.00048754696,0.000015888465],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00849124,0.00011945876,0.00022458553,0.000045846897,0.0094430605,0.00018166992,0.00019767857,0.000026987462,0.0000158935],"category_scores_gemma":[0.0037642817,0.000059650065,0.00004737076,0.00035402767,0.0051531023,0.0004633689,0.000116841824,0.0001577971,0.0000029149014],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034639581,0.000012988019,0.017640965,0.00013550612,0.00003953179,7.191042e-8,0.41519338,0.00001480354,0.0000037617606,0.5609689,0.0032237775,0.0027628967],"study_design_scores_gemma":[0.00023520004,0.00002537791,0.0044052578,0.00031654356,0.00006805169,0.0000046998057,0.9304194,0.0007623492,0.000008220145,0.014993219,0.048571534,0.00019018397],"about_ca_topic_score_codex":0.0018785537,"about_ca_topic_score_gemma":0.0011421491,"teacher_disagreement_score":0.64039147,"about_ca_system_score_codex":0.00012149608,"about_ca_system_score_gemma":0.00008990258,"threshold_uncertainty_score":0.9975543},"labels":[],"label_agreement":null},{"id":"W1986890162","doi":"10.2495/dne-v7-n4-409-422","title":"Perception And Interpretation (Based on the Works of Decentrism’s Artists)","year":2012,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Perception; Computer science; Art; Psychology; Artificial intelligence; Engineering; Visual arts; Computer graphics (images); Engineering drawing; Epistemology; Philosophy; Programming language","score_opus":0.011179688824627406,"score_gpt":0.3047727998878212,"score_spread":0.2935931110631938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986890162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88257396,0.00047635395,0.10855423,0.0054747793,0.0015178364,0.0002671929,0.000004781129,0.000008961196,0.0011218928],"genre_scores_gemma":[0.9981742,0.00010808315,0.0009208736,0.00034371825,0.0004078211,0.000001950574,0.000003952461,0.000006369741,0.000033054446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986335,0.00031338588,0.00035742333,0.00007297356,0.0004943719,0.0001283709],"domain_scores_gemma":[0.9981307,0.0005385064,0.00042024674,0.000063907915,0.0007955782,0.000051079474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024837786,0.000079469755,0.00012126053,0.00020895663,0.00013402324,0.000093148796,0.00019623387,0.00014122005,0.000030931467],"category_scores_gemma":[0.0009197715,0.0000577244,0.000051361345,0.00013883789,0.0001390564,0.00043256627,0.00001785148,0.00036571224,6.849857e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023528743,0.00092512916,0.30086508,0.000120621444,0.00054883375,0.00002201388,0.09534914,0.0096328715,0.0011266755,0.43746135,0.0031993047,0.14839613],"study_design_scores_gemma":[0.003625735,0.00096877216,0.44787094,0.0015902667,0.00026857597,0.0001737184,0.07166838,0.38908592,0.00020992069,0.075242914,0.008382368,0.0009125091],"about_ca_topic_score_codex":0.000047082645,"about_ca_topic_score_gemma":0.000057299676,"teacher_disagreement_score":0.37945303,"about_ca_system_score_codex":0.0002233847,"about_ca_system_score_gemma":0.000108431566,"threshold_uncertainty_score":0.23539327},"labels":[],"label_agreement":null},{"id":"W1999612444","doi":"10.2495/dn120091","title":"Functionality and artistic creativity in design of environmentally integrated architecture","year":2012,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Creativity; Architecture; Variety (cybernetics); Perception; Architectural engineering; Computer science; Reflection (computer programming); Value (mathematics); Frame (networking); Architectural theory; Aesthetics; Sociology; Epistemology; Engineering; Artificial intelligence; Psychology; Visual arts; Social psychology; Art","score_opus":0.014197129174819247,"score_gpt":0.24717591353116936,"score_spread":0.2329787843563501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999612444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7449319,0.00011084793,0.2518958,0.0014095089,0.0001209298,0.0008654851,0.000011897015,0.000011786323,0.00064191275],"genre_scores_gemma":[0.999149,0.00006002782,0.00023767832,0.00006504275,0.000019303645,0.000100102814,0.000002750482,0.0000048696697,0.00036119643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982196,0.0010958905,0.00021102023,0.00014867846,0.00013328002,0.0001915184],"domain_scores_gemma":[0.9991562,0.00060319505,0.00007340698,0.000119034834,0.000005623785,0.000042552165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019202776,0.000095437535,0.00016401253,0.00006499583,0.0003807109,0.000006509359,0.000054992746,0.00008948666,0.000385769],"category_scores_gemma":[0.000051511863,0.00007118715,0.000024095645,0.00008017065,0.0014647685,0.00007978192,0.000005045561,0.00020561236,0.0000047048047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016935832,0.00359943,0.6753372,0.00011395351,0.00035560827,0.0000036115164,0.08102955,0.06087966,0.0005617147,0.14988978,0.000024087558,0.026511837],"study_design_scores_gemma":[0.0013789335,0.00016868264,0.9759768,0.0000091971,0.000060181654,0.0000049042856,0.0057616537,0.00034410643,0.00008271359,0.014640434,0.0014268515,0.00014552918],"about_ca_topic_score_codex":0.0005969054,"about_ca_topic_score_gemma":0.00061650923,"teacher_disagreement_score":0.30063963,"about_ca_system_score_codex":0.00019528966,"about_ca_system_score_gemma":0.000025578385,"threshold_uncertainty_score":0.5397001},"labels":[],"label_agreement":null},{"id":"W2019775087","doi":"10.1080/08941920.2013.739527","title":"Learning from the Pros: The Role of ISSRM, <i>SNR</i> , and IASNR in Our Careers","year":2013,"lang":"en","type":"article","venue":"Society & Natural Resources","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Sociology; Political science; Economics","score_opus":0.006701484131994604,"score_gpt":0.25789849868949116,"score_spread":0.25119701455749655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019775087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807235,0.0038322958,6.760402e-7,0.012268086,0.00010435904,0.00071141537,0.0000025719692,0.00004281829,0.002314253],"genre_scores_gemma":[0.99805474,0.00004229463,0.00004012653,0.00035255885,0.00035704023,0.00004232733,0.0000050424937,0.000011670237,0.0010941831],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980162,0.0005528821,0.00029488167,0.00024057992,0.000551438,0.0003440587],"domain_scores_gemma":[0.99865353,0.0005320039,0.00020506412,0.00026499192,0.00030890942,0.00003548891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017124666,0.0001313281,0.00018209762,0.000018866314,0.0009624765,0.00018939153,0.0006099425,0.00012979681,0.000017860115],"category_scores_gemma":[0.0012836009,0.00007590751,0.00012486007,0.0005230141,0.00049335614,0.00023507087,0.00017788741,0.00064565474,0.0000036892916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070909573,0.000018164967,0.41052464,0.000029106886,0.000035153582,2.1041944e-7,0.5773,0.000059825456,0.00078175275,0.0020828051,0.0044884025,0.0046728207],"study_design_scores_gemma":[0.00016611547,0.000019310539,0.13188821,0.000030666182,0.000009917888,2.1544369e-7,0.8253707,0.0004216461,0.000074695796,0.005267446,0.036633577,0.000117455405],"about_ca_topic_score_codex":0.073506095,"about_ca_topic_score_gemma":0.0038772358,"teacher_disagreement_score":0.27863643,"about_ca_system_score_codex":0.00014119581,"about_ca_system_score_gemma":0.00009538715,"threshold_uncertainty_score":0.9326635},"labels":[],"label_agreement":null},{"id":"W2026938909","doi":"10.1007/s11191-011-9385-9","title":"Do the Modern Neurosciences Call for a New Model of Organizational Cognition?","year":2011,"lang":"en","type":"article","venue":"Science & Education","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec","funders":"","keywords":"Cognitive science; Cognition; Materialism; Organizational theory; Action (physics); Psychology; Organizational learning; Social cognition; Social neuroscience; Cognitive neuroscience; Computer science; Epistemology; Knowledge management; Neuroscience; Management","score_opus":0.06401602402642881,"score_gpt":0.3626602871919846,"score_spread":0.2986442631655558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026938909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81232387,0.00007506118,0.09609233,0.0065410254,0.0044304775,0.0030889716,0.00002159853,0.00012052982,0.07730613],"genre_scores_gemma":[0.99297494,0.0000031846748,0.002445232,0.00018999551,0.00025009687,0.00004096804,0.000004708457,0.0000067871515,0.004084105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982547,0.00008618835,0.0002900192,0.00033181714,0.0007490896,0.00028819512],"domain_scores_gemma":[0.99716234,0.00008919412,0.00022937742,0.00025290588,0.002173445,0.00009275356],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027796978,0.00008188544,0.000086359265,0.00019218873,0.0015893907,0.00013971006,0.00077754434,0.00003838623,0.00005167628],"category_scores_gemma":[0.0020894127,0.000064395135,0.0000324907,0.0018668158,0.0015670354,0.00092028984,0.000033944852,0.000059798273,0.000003818539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065052086,0.00019296259,0.005521887,0.00001709581,0.000001658769,1.1817628e-8,0.11528656,0.00033405784,0.002232907,0.8731748,0.0010415674,0.002189977],"study_design_scores_gemma":[0.00016035755,0.00007268917,0.011005271,0.00002149436,0.000020874528,0.0000011095048,0.024549868,0.01807068,0.0014547725,0.94345725,0.0009724899,0.00021313979],"about_ca_topic_score_codex":0.0025033152,"about_ca_topic_score_gemma":0.0008435993,"teacher_disagreement_score":0.18065104,"about_ca_system_score_codex":0.00015988272,"about_ca_system_score_gemma":0.014990613,"threshold_uncertainty_score":0.9997104},"labels":[],"label_agreement":null},{"id":"W2070164412","doi":"10.1177/0270467611402812","title":"Global Public Leadership in a Technological Era","year":2011,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas University","funders":"","keywords":"Multinational corporation; Democracy; Politics; Public relations; Global Leadership; Face (sociological concept); Political science; Humanity; Global citizenship; Globalization; Sociology; Environmental ethics; Social science; Law","score_opus":0.10010069874749504,"score_gpt":0.31404807569347676,"score_spread":0.2139473769459817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070164412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8749767,0.00025674052,0.00042960627,0.064854845,0.00024730669,0.00083854375,0.000003834883,0.00092485256,0.05746755],"genre_scores_gemma":[0.99313384,0.000019314928,0.006113154,0.00037328692,0.000028766182,0.00007078988,6.2102225e-7,0.000007610361,0.00025260772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99653745,0.00014174846,0.0005811532,0.00070635555,0.000823885,0.001209416],"domain_scores_gemma":[0.9981683,0.00007301111,0.00028648914,0.00059439347,0.0007875964,0.00009020834],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008019673,0.00019089994,0.00033347632,0.0005317234,0.0009819195,0.000050843162,0.0023060876,0.00067089713,0.000405945],"category_scores_gemma":[0.0039604534,0.00018317736,0.00013063027,0.009810194,0.033314824,0.00018779666,0.0004283716,0.0005399971,0.000035547167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004035136,0.00022777943,0.17536345,0.000028138196,0.000006643537,0.0000041322737,0.008446682,6.943485e-7,0.00014263352,0.81109583,0.0017376507,0.0029423167],"study_design_scores_gemma":[0.00085371826,0.00027242576,0.100585215,0.000091560294,0.000012776609,0.00001908511,0.6349202,0.000039737868,0.0009092386,0.18567665,0.07590871,0.0007106758],"about_ca_topic_score_codex":0.0025444787,"about_ca_topic_score_gemma":0.0007894701,"teacher_disagreement_score":0.6264735,"about_ca_system_score_codex":0.0010430805,"about_ca_system_score_gemma":0.0010608925,"threshold_uncertainty_score":0.96931595},"labels":[],"label_agreement":null},{"id":"W2119536561","doi":"10.1111/j.1470-6431.2011.01034.x","title":"Complexity economics, wicked problems and consumer education","year":2011,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Consumer economics; Sustainability; Economics; Economic Justice; Complexity economics; Normal science; Complexity science; Economics education; Sociology; Management science; Neoclassical economics; Positive economics; Applied economics; Heterodox economics; Higher education; Epistemology; Mainstream economics; Economic growth","score_opus":0.14341614745927014,"score_gpt":0.3877496236776314,"score_spread":0.24433347621836124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119536561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726913,0.0060533066,0.00011037609,0.0034435436,0.0042568236,0.00030401777,0.000007556278,0.000021381107,0.013111708],"genre_scores_gemma":[0.9965191,0.001621591,0.0007559917,0.00019985912,0.00040670144,0.0000101229125,0.0000020133232,0.000008568317,0.00047605214],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985231,0.00020293068,0.0006646546,0.00014154012,0.0003081746,0.00015957806],"domain_scores_gemma":[0.99545497,0.00017356956,0.00066154235,0.00009266395,0.0035492044,0.000068069974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013956229,0.00011855844,0.00027058797,0.00025225803,0.0002753828,0.000069064925,0.00032915894,0.000046934652,0.00008507492],"category_scores_gemma":[0.00090076943,0.00010815228,0.00006780811,0.00008911979,0.0014585193,0.00049233896,0.000082108934,0.00014702934,0.000007921428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107322754,0.00035525535,0.407251,0.0000665856,0.0016251917,0.000008129562,0.16654986,0.0000030631313,0.000017002929,0.40052012,0.005094315,0.018402154],"study_design_scores_gemma":[0.0017602604,0.00016229763,0.16646802,0.0003253667,0.00017628713,0.00013095974,0.16449486,0.000021230053,0.00012434601,0.31820515,0.3475664,0.0005648295],"about_ca_topic_score_codex":0.0020747264,"about_ca_topic_score_gemma":0.0025571277,"teacher_disagreement_score":0.3424721,"about_ca_system_score_codex":0.00031573797,"about_ca_system_score_gemma":0.0005956622,"threshold_uncertainty_score":0.5373975},"labels":[],"label_agreement":null},{"id":"W2143061811","doi":"10.1007/s10551-012-1430-3","title":"Emerging Technologies and Ethics: A Race-to-the-Bottom or the Top?","year":2012,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Commercialization; Business ethics; Emerging technologies; Top-down and bottom-up design; Race (biology); Investment (military); Race to the bottom; Quality of Life Research; Emerging markets; Language change; Ethics of technology; Engineering ethics; Business; Political science; Sociology; Public relations; Marketing; Law; Engineering; Information ethics; Globalization; Nanotechnology; Politics","score_opus":0.09927832675171175,"score_gpt":0.40062011273509346,"score_spread":0.3013417859833817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143061811","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28388298,0.0015866485,0.006997921,0.7038256,0.002548316,0.00052118266,0.0000018724753,0.000087367334,0.00054813956],"genre_scores_gemma":[0.995715,0.00031804867,0.0007192324,0.0012418017,0.001391335,0.000008357114,2.6026373e-7,0.000015177037,0.00059077045],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968085,0.0009841678,0.00056756375,0.00011426156,0.001119007,0.000406488],"domain_scores_gemma":[0.99255466,0.0028919433,0.0005714542,0.0003031182,0.0036175551,0.00006123875],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.025664473,0.00013482044,0.00025032123,0.0002175213,0.0020760368,0.0002471903,0.00067877764,0.00043862063,0.000026393356],"category_scores_gemma":[0.04428143,0.00006322359,0.000054345852,0.0015839017,0.0008249942,0.00062479137,0.00017342216,0.0029191687,0.000004237196],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012476479,0.00012762347,0.06398614,0.00043174473,0.000105316874,0.000013420168,0.63733065,0.00034159378,0.0000673724,0.2694346,0.0042771567,0.023759624],"study_design_scores_gemma":[0.0003167345,0.00004712587,0.069036536,0.00024717234,0.00006436275,0.00005960764,0.28190404,0.000029194813,0.000031658532,0.01600183,0.63200366,0.00025806332],"about_ca_topic_score_codex":0.0008654427,"about_ca_topic_score_gemma":0.001961287,"teacher_disagreement_score":0.71183205,"about_ca_system_score_codex":0.00018864946,"about_ca_system_score_gemma":0.0012844759,"threshold_uncertainty_score":0.9993811},"labels":[],"label_agreement":null},{"id":"W2193439089","doi":"","title":"Razlozi za kvantnu teoriju","year":2013,"lang":"sl","type":"article","venue":"Faculty of Humanities and Social Sciences Institutional Repository (University of Zagreb)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physics; Humanities; Philosophy","score_opus":0.04129011303131379,"score_gpt":0.27286236388935886,"score_spread":0.23157225085804506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193439089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8987886,0.00024397105,0.00008788238,0.0010337906,0.0009541728,0.00052733667,0.00009175396,0.0000398731,0.098232634],"genre_scores_gemma":[0.9869443,0.00003905115,0.00028326988,0.000060094637,0.00045038894,4.0079246e-7,0.000028696046,0.0000060288876,0.012187778],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9966577,0.00034425387,0.00053743034,0.0005215474,0.0014430383,0.000496017],"domain_scores_gemma":[0.9973281,0.00014348906,0.0007875272,0.00015301735,0.0015141532,0.00007370202],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0011328784,0.00026604952,0.00053937576,0.0002390753,0.010688986,0.00022224126,0.000859515,0.0002691797,0.00039487466],"category_scores_gemma":[0.00011151167,0.00029469933,0.000249016,0.000622555,0.01717281,0.00184595,0.00030294986,0.00024796164,0.000013528411],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030630596,0.00023411393,0.00900933,0.00042763384,0.0001235109,0.000016182157,0.24779724,0.00007332101,0.00025340854,0.7361587,0.0042630113,0.0016128888],"study_design_scores_gemma":[0.0005598278,0.00029707165,0.06617343,0.00013044945,0.000082904895,0.000011908278,0.9051382,0.0002709515,0.000034417033,0.0058305105,0.021024393,0.00044596216],"about_ca_topic_score_codex":0.06289194,"about_ca_topic_score_gemma":0.0019732297,"teacher_disagreement_score":0.7303282,"about_ca_system_score_codex":0.0004374241,"about_ca_system_score_gemma":0.0013751356,"threshold_uncertainty_score":0.9999505},"labels":[],"label_agreement":null},{"id":"W2269399502","doi":"10.1080/15487733.2010.11908046","title":"What’s blocking sustainability? Human nature, cognition, and denial","year":2010,"lang":"en","type":"article","venue":"Sustainability Science Practice and Policy","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":191,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Denial; Blocking (statistics); Cognition; Sustainability; Psychology; Environmental ethics; Cognitive psychology; Social psychology; Neuroscience; Ecology; Computer science; Philosophy; Psychotherapist; Biology","score_opus":0.0100787312108178,"score_gpt":0.41167223496664007,"score_spread":0.40159350375582226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269399502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8923563,0.00015040573,0.000042771037,0.09389421,0.00096790557,0.0022185612,0.00000433991,0.00019285474,0.010172671],"genre_scores_gemma":[0.99557406,0.00005063136,0.0002138577,0.0014692564,0.0014561681,0.000112431146,0.0000061183146,0.000025258805,0.0010921924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99395794,0.0010161867,0.00075977034,0.0013053347,0.0014235167,0.0015372692],"domain_scores_gemma":[0.98356473,0.0018019213,0.0005313151,0.0010348348,0.012384988,0.0006822165],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.019490138,0.00037901234,0.00039931503,0.00096267543,0.0070733847,0.003116509,0.00080954813,0.0004767915,0.000046938392],"category_scores_gemma":[0.12307785,0.0003863909,0.000080674785,0.003643082,0.010232774,0.011054562,0.0005541015,0.0016813201,0.0000030261508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052028125,0.00023918838,0.022950305,0.00031713617,0.000013657372,0.000015757309,0.06228476,0.0000027138929,0.00031895586,0.90454876,0.000104821986,0.00915191],"study_design_scores_gemma":[0.00052887737,0.00014498213,0.03162173,0.000018173518,0.00005396022,0.00005425096,0.354765,0.000037211896,0.0001306357,0.50907564,0.10303363,0.000535911],"about_ca_topic_score_codex":0.027047478,"about_ca_topic_score_gemma":0.008232233,"teacher_disagreement_score":0.39547312,"about_ca_system_score_codex":0.0015926643,"about_ca_system_score_gemma":0.01049476,"threshold_uncertainty_score":0.9998588},"labels":[],"label_agreement":null},{"id":"W2320481600","doi":"10.1177/0306312712439255","title":"Fifty years of <i>The Structure of Scientific Revolutions</i> , twenty-five of <i>Science in Action</i>","year":2012,"lang":"en","type":"article","venue":"Social Studies of Science","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Action (physics); Sociology; Social science; Epistemology; Philosophy; Physics","score_opus":0.03719921944260651,"score_gpt":0.37082164694960973,"score_spread":0.3336224275070032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320481600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953065,0.00026356961,0.0000055431474,0.00029589736,0.0022390913,0.00044496014,0.000030580286,0.000008290174,0.0014055503],"genre_scores_gemma":[0.99954283,0.000014832267,0.00012900111,0.000011655808,0.00011362678,0.000003797097,3.5056124e-7,0.0000038243147,0.0001800779],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9963301,0.0002142421,0.00067128,0.00029508368,0.001960011,0.0005293286],"domain_scores_gemma":[0.9959049,0.0001791765,0.0008590718,0.00031462807,0.0026922526,0.000049936414],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007032582,0.000099438985,0.00035758142,0.00037332115,0.0022560565,0.000020968564,0.0012072971,0.0000604824,0.00001014668],"category_scores_gemma":[0.005097011,0.000086453554,0.00009438188,0.008589477,0.05356249,0.0009271029,0.00044338347,0.00014620415,3.6303575e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017184297,0.0002374946,0.3032873,0.0003127403,0.000019170177,8.208706e-8,0.41134402,0.00006809504,0.11578742,0.16699772,0.00058673316,0.0013420305],"study_design_scores_gemma":[0.00028666508,0.000035744357,0.69104695,0.0001025008,0.000021545147,2.8388533e-7,0.2738597,0.000006765884,0.022559877,0.010751605,0.0011613606,0.00016699683],"about_ca_topic_score_codex":0.0037587539,"about_ca_topic_score_gemma":0.002671198,"teacher_disagreement_score":0.38775966,"about_ca_system_score_codex":0.000615179,"about_ca_system_score_gemma":0.0015350059,"threshold_uncertainty_score":0.99904287},"labels":[],"label_agreement":null},{"id":"W2327831959","doi":"10.5465/ambpp.2014.16385abstract","title":"Myopic Creative Climate - The result of streamlining in R&amp;D organizations?","year":2014,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Perspective (graphical); Climate change; Organisation climate; Work (physics); Creative destruction; Creative work; Business; Computer science; Political science; Economics; Public relations; Engineering; Ecology; Artificial intelligence; Neoclassical economics","score_opus":0.022242780404255647,"score_gpt":0.33586162327771174,"score_spread":0.3136188428734561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327831959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8549634,0.000026927442,0.00016543748,0.0057040984,0.000057068602,0.0009390615,0.0000023603861,0.000059550624,0.13808206],"genre_scores_gemma":[0.99769837,0.00006516171,0.00048210725,0.00016687458,0.00011497341,0.00003235426,0.0000036275526,0.000013213394,0.0014233323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982012,0.000099246536,0.00063652766,0.00025280405,0.00050876883,0.00030144744],"domain_scores_gemma":[0.99883735,0.00014355022,0.00050806475,0.000083074556,0.0004013343,0.000026651727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044206628,0.000114662835,0.00021967826,0.0002648327,0.0003285875,0.000043252636,0.0005224101,0.000096607146,0.000045204666],"category_scores_gemma":[0.0014795972,0.00009600122,0.000030372388,0.00177925,0.00033991592,0.0003813038,0.00017518926,0.00018889047,0.0000055300516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012729394,0.000047524973,0.09821671,0.00034211628,0.000025749336,4.278758e-8,0.030807761,0.000035675606,0.000037779588,0.8676103,0.0011010253,0.0017625896],"study_design_scores_gemma":[0.0014785187,0.000112685084,0.6374451,0.00056916923,0.00011262184,3.9298905e-7,0.16776194,0.00035083742,0.0007297373,0.080785744,0.110182896,0.00047037698],"about_ca_topic_score_codex":0.0006672891,"about_ca_topic_score_gemma":0.00007699654,"teacher_disagreement_score":0.7868245,"about_ca_system_score_codex":0.00012052924,"about_ca_system_score_gemma":0.000024418085,"threshold_uncertainty_score":0.3914816},"labels":[],"label_agreement":null},{"id":"W2335250233","doi":"10.1177/0090591710378977","title":"Animals and Interdependence: Reply to Dolgert","year":2010,"lang":"en","type":"article","venue":"Political Theory","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political science; Epistemology; Sociology; Philosophy; Environmental ethics","score_opus":0.015375673471944842,"score_gpt":0.3665213307881342,"score_spread":0.35114565731618935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335250233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72797585,0.000016043346,0.0005639397,0.011825691,0.0006404583,0.00040916615,0.000005737541,0.00012960176,0.25843355],"genre_scores_gemma":[0.9932777,3.2686833e-7,0.00024009107,0.0027111562,0.00086233165,0.000026352674,8.398378e-7,0.000012780067,0.0028683746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99804056,0.00046732122,0.00026892129,0.00029942326,0.00031934053,0.0006044397],"domain_scores_gemma":[0.9983198,0.00069472403,0.000035858942,0.000304076,0.0003081353,0.00033739387],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004434472,0.000105763356,0.00016105882,0.00010322746,0.00039437626,0.00013134234,0.00026761516,0.000100575046,0.0005575747],"category_scores_gemma":[0.008522962,0.00009596198,0.000038829377,0.0002237691,0.00071177544,0.00013536529,0.00012461492,0.00028686554,0.00008819839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016138723,0.000020489306,0.0047202245,0.000017039118,0.0000049322607,0.0000030463573,0.006025865,3.5940047e-8,0.00031161014,0.98776686,0.00031546075,0.0007982961],"study_design_scores_gemma":[0.00008519956,0.00004534079,0.011037679,0.000010247334,0.0000056426206,0.0000051353163,0.010030646,0.000003718465,0.00021319604,0.9248118,0.05359927,0.00015212326],"about_ca_topic_score_codex":0.0025254837,"about_ca_topic_score_gemma":0.00055273186,"teacher_disagreement_score":0.2653019,"about_ca_system_score_codex":0.000109568224,"about_ca_system_score_gemma":0.0001748513,"threshold_uncertainty_score":0.9998287},"labels":[],"label_agreement":null},{"id":"W2343832363","doi":"10.14288/1.0073597","title":"From cradle-to-grave at the nanoscale : expert risk perceptions, decision-analysis, and life cycle regulation for emerging nanotechnologies","year":2013,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Risk analysis (engineering); Business","score_opus":0.00831092190015684,"score_gpt":0.23725522592955547,"score_spread":0.22894430402939864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343832363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98033404,0.00016529993,0.016067026,0.001967155,0.00012777688,0.0009634789,0.00011602654,0.000101470614,0.0001577502],"genre_scores_gemma":[0.99679095,0.00009801689,0.002099205,0.00005044229,0.00008010024,0.00001140124,0.00003169266,0.000009485221,0.00082872674],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99852145,0.00018841033,0.00021672952,0.00043567154,0.00037554462,0.00026218206],"domain_scores_gemma":[0.9983278,0.00034015698,0.00021647649,0.00039177664,0.0006330458,0.000090772155],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00074574136,0.00005495406,0.00026596317,0.0001319789,0.002427176,0.0002387313,0.00039350856,0.00016123241,0.0004940856],"category_scores_gemma":[0.0009241558,0.00012628965,0.00015526393,0.0009423504,0.0005754316,0.000405446,0.00021745625,0.00009473644,0.00001488792],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021405847,0.0000912284,0.14027075,0.00002660529,0.00032387194,0.000002090851,0.034598947,0.0005501104,0.00034153092,0.00007614524,0.018222764,0.8054746],"study_design_scores_gemma":[0.00026370733,0.000021798716,0.8942342,0.000025961761,0.00009009408,3.882673e-7,0.09177472,0.0018350611,5.6771347e-7,0.010436169,0.0011779948,0.00013933728],"about_ca_topic_score_codex":0.734105,"about_ca_topic_score_gemma":0.8008904,"teacher_disagreement_score":0.8053352,"about_ca_system_score_codex":0.0002725032,"about_ca_system_score_gemma":0.00008171505,"threshold_uncertainty_score":0.9988715},"labels":[],"label_agreement":null},{"id":"W2412742867","doi":"","title":"Dollar$ & $en$e. Part V: What is your added value?","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health","funders":"","keywords":"Value (mathematics); Intellectual capital; Business value; Computer science; Set (abstract data type); Product (mathematics); Series (stratigraphy); Liberian dollar; Knowledge management; Value chain; Data science; Business; Marketing; Economics; Human capital; Supply chain; Mathematics","score_opus":0.04317133667016193,"score_gpt":0.3153431468537731,"score_spread":0.2721718101836112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412742867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7966879,0.0009468274,0.00012340088,0.029916545,0.004960655,0.0035630998,0.0000087229455,0.0005230992,0.16326976],"genre_scores_gemma":[0.96549237,0.00016783125,0.000030868323,0.0011184398,0.0020148193,0.0009483463,0.000009668455,0.000024088635,0.030193549],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690455,0.0006040964,0.00043320292,0.0004011935,0.0007729632,0.0008839861],"domain_scores_gemma":[0.9986281,0.000153478,0.00016776499,0.00042905926,0.00043506268,0.00018657287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004199137,0.00017150832,0.00023688453,0.00013985974,0.00070603297,0.0005049734,0.00045217364,0.00016884372,0.00038066055],"category_scores_gemma":[0.001086223,0.0001699491,0.00010971536,0.0010161416,0.00022044433,0.0011070338,0.00007320268,0.00018229545,0.000085528],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091139336,0.000461906,0.22732556,0.00015024818,0.00017384776,0.000057750807,0.14682053,0.000052155327,0.0000059196564,0.2028873,0.080675475,0.34129816],"study_design_scores_gemma":[0.000366345,0.000009866812,0.13261199,0.000012692783,0.000018154426,0.0000029598389,0.030372832,0.000018530327,0.000023442597,0.011750804,0.824528,0.0002843745],"about_ca_topic_score_codex":0.0027186342,"about_ca_topic_score_gemma":0.0012716878,"teacher_disagreement_score":0.74385256,"about_ca_system_score_codex":0.00053234235,"about_ca_system_score_gemma":0.00018474773,"threshold_uncertainty_score":0.6930323},"labels":[],"label_agreement":null},{"id":"W2462080411","doi":"10.1111/cobi.12761","title":"Preaching for the Planet or Just Spinning Our Wheels","year":2016,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Planet; Spinning; Astrobiology; Astronomy; Physics; Engineering; Mechanical engineering","score_opus":0.11576113386236965,"score_gpt":0.4158954380761845,"score_spread":0.3001343042138149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462080411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5766297,0.00024236081,0.11828153,0.2881541,0.004907,0.004665661,0.00015792428,0.0005413303,0.006420369],"genre_scores_gemma":[0.99349344,0.000009094172,0.00026569355,0.0014235056,0.00083859504,0.00015295415,0.000047154866,0.0000100976495,0.0037594743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861664,0.00041988536,0.00032700624,0.00022642236,0.000098744415,0.00031130973],"domain_scores_gemma":[0.9978092,0.0013838961,0.00021367171,0.0002171997,0.00034547015,0.0000306027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026667947,0.00009758013,0.00014201368,0.00006848926,0.0009713994,0.00005049834,0.00029316646,0.00013884541,0.0000810184],"category_scores_gemma":[0.0038379158,0.000051495976,0.000030106055,0.00018820618,0.0002095846,0.00017829727,0.00003600307,0.000072882816,0.000016300373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115844,0.000027765112,0.21483745,0.000051354054,0.000048990907,7.1157393e-7,0.010442008,0.000007133518,0.0015326095,0.7221744,0.03493875,0.015823007],"study_design_scores_gemma":[0.0006144116,0.00010641803,0.02881952,0.000028076889,0.000015706293,0.0000022622476,0.012688471,0.0001894033,0.00004936893,0.010622978,0.9466808,0.00018260496],"about_ca_topic_score_codex":0.004252261,"about_ca_topic_score_gemma":0.0055936472,"teacher_disagreement_score":0.91174203,"about_ca_system_score_codex":0.0001453755,"about_ca_system_score_gemma":0.00036263754,"threshold_uncertainty_score":0.7471317},"labels":[],"label_agreement":null},{"id":"W2501860639","doi":"10.5539/res.v8n3p269","title":"Uncertainty and Cybernetics","year":2016,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cybernetics; Relation (database); Element (criminal law); Information flow; Entropy (arrow of time); Computer science; Key (lock); Perspective (graphical); Epistemology; Management science; Artificial intelligence; Engineering; Philosophy; Computer security; Data mining; Law; Political science; Physics","score_opus":0.05318563631606778,"score_gpt":0.38574027764545515,"score_spread":0.3325546413293874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501860639","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051420618,0.57085615,0.000073690215,0.015526885,0.0004971729,0.0012547942,0.000011388278,0.00011694687,0.36024234],"genre_scores_gemma":[0.69371086,0.30196825,0.0000740134,0.00031011616,0.0002680896,0.0000060448733,5.6068416e-7,0.000011790474,0.003650284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810994,0.00094006385,0.00039663317,0.00016239044,0.00023199768,0.00015900252],"domain_scores_gemma":[0.99860394,0.0002667102,0.00020267142,0.0001945775,0.000701431,0.000030678617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037590284,0.00008969923,0.0003019147,0.000031512278,0.0002082885,0.0000086940345,0.00014608269,0.000010235905,0.000025930327],"category_scores_gemma":[0.0042398595,0.000053279226,0.000046360088,0.00020260506,0.0006324613,0.0000793959,0.00012483509,0.00003311124,0.000022091073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072265966,0.00007937495,0.026613042,0.021926466,0.0002678394,0.000013368196,0.027807409,5.867722e-7,0.00006944675,0.655457,0.055245776,0.21251248],"study_design_scores_gemma":[0.00016064708,0.00004930176,0.011432498,0.007563599,0.000044894074,9.450158e-7,0.004763019,1.694124e-7,0.0000037055452,0.0018993984,0.9739283,0.00015357816],"about_ca_topic_score_codex":0.00008949007,"about_ca_topic_score_gemma":0.0000894236,"teacher_disagreement_score":0.91868246,"about_ca_system_score_codex":0.000075333206,"about_ca_system_score_gemma":0.0000437726,"threshold_uncertainty_score":0.5075814},"labels":[],"label_agreement":null},{"id":"W2519426585","doi":"10.2139/ssrn.2836135","title":"Strategy When Creative Destruction Accelerates","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; History; Advertising","score_opus":0.01913528412010504,"score_gpt":0.3152804743900665,"score_spread":0.29614519026996144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519426585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953427,0.00049272197,0.012913113,0.0048867357,0.00056068966,0.00041260684,0.0000023794823,0.000119529046,0.027185198],"genre_scores_gemma":[0.98433125,0.00039021118,0.00004379417,0.000026835347,0.0012879343,0.000011728584,0.0000015391646,0.000018771547,0.013887921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963223,0.00058977265,0.00038742702,0.00023160945,0.00047281853,0.0019961258],"domain_scores_gemma":[0.9986062,0.00010590883,0.00028689983,0.00015096438,0.00076114334,0.00008885561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004634276,0.00015107541,0.0001756586,0.00016936901,0.0011622433,0.00019124914,0.00034723838,0.00011659334,0.00039427058],"category_scores_gemma":[0.00058487453,0.00010644335,0.00008316264,0.00031931978,0.00026476255,0.0009577288,0.000022571086,0.0007206377,0.00004019391],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000030114114,0.000031751155,0.012932116,0.0000039569536,0.00006765379,0.0000014643974,0.003938138,0.000006064998,0.00032214727,0.9390014,0.00022271492,0.04344251],"study_design_scores_gemma":[0.0004519431,0.00020739448,0.004259595,0.000020647873,0.000014028954,0.00004935855,0.038928304,0.0000038002763,0.00010902519,0.95109457,0.0046808836,0.00018042476],"about_ca_topic_score_codex":0.0037497529,"about_ca_topic_score_gemma":0.016631396,"teacher_disagreement_score":0.043262087,"about_ca_system_score_codex":0.004133585,"about_ca_system_score_gemma":0.00570751,"threshold_uncertainty_score":0.9999292},"labels":[],"label_agreement":null},{"id":"W2607620934","doi":"10.1159/000467401","title":"Science, Innovation and the Future of Humanity","year":2017,"lang":"en","type":"editorial","venue":"Microbial Physiology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"National Institute of General Medical Sciences","keywords":"Humanity; Environmental ethics; Engineering ethics; Sociology; Biology; Political science; Philosophy; Engineering; Law","score_opus":0.009413531448467976,"score_gpt":0.32093434658259934,"score_spread":0.3115208151341314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607620934","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10087968,0.00017418964,0.0000058225587,0.0008171354,0.8834467,0.0011061083,0.00008169383,0.000046023742,0.013442671],"genre_scores_gemma":[0.33963674,0.000039136296,0.000014694174,0.000044703087,0.65832156,0.000017186587,0.00013423942,0.00001672712,0.0017750084],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997201,0.00067552394,0.00059714576,0.00052523013,0.0005670483,0.0004340456],"domain_scores_gemma":[0.9941265,0.00043396789,0.0011902498,0.00070710806,0.0035158445,0.000026347487],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0059779836,0.00023202207,0.0006222023,0.0004748611,0.0030281516,0.00018621988,0.0013794289,0.00068063696,0.00003524915],"category_scores_gemma":[0.004305798,0.00017229581,0.00007760666,0.000964693,0.011398139,0.00028767146,0.00036745015,0.0007544523,0.000005036536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009606229,0.000032286465,0.000010985068,0.00014807472,0.00002154912,2.4048333e-7,0.0055874554,6.3168227e-7,0.0086866375,0.37486732,0.61014587,0.0004028919],"study_design_scores_gemma":[0.00073395646,0.00004892229,0.00058895315,0.0000285415,0.0000211481,2.1592727e-7,0.0012727528,9.562608e-7,0.000063579326,0.03181915,0.965237,0.00018479527],"about_ca_topic_score_codex":0.006541872,"about_ca_topic_score_gemma":0.003814565,"teacher_disagreement_score":0.35509118,"about_ca_system_score_codex":0.00027769117,"about_ca_system_score_gemma":0.003510676,"threshold_uncertainty_score":0.9982698},"labels":[],"label_agreement":null},{"id":"W2730114627","doi":"10.1093/geroni/igx004.3220","title":"AGING AND FRAILTY IN SILICO: THE PROPAGATION OF LOCAL DAMAGE THROUGH COMPLEX NETWORKS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Complex network; Computer science; Medicine; Gerontology","score_opus":0.06424718824112197,"score_gpt":0.3826199002966146,"score_spread":0.3183727120554926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730114627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606623,0.000025078927,0.025501266,0.0050328462,0.00022842814,0.0006158022,9.828802e-7,0.000029461997,0.007903855],"genre_scores_gemma":[0.999335,0.0000036147812,0.00016142098,0.00018895383,0.00018525569,0.000028736365,0.000012232291,0.0000096253025,0.00007517604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982298,0.0002925775,0.00068582897,0.0002218625,0.00031438438,0.0002555717],"domain_scores_gemma":[0.9984172,0.00015921802,0.00056349696,0.0003505628,0.00049953506,0.000010009686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042359536,0.00010116099,0.00017376758,0.00022098367,0.00089403347,0.00020751443,0.00033488547,0.00007811623,0.000015137083],"category_scores_gemma":[0.0009138459,0.000090705136,0.000013887909,0.0012002593,0.00072793587,0.0008008726,0.00011121925,0.0002730443,5.483717e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048505935,0.000024712368,0.507492,0.000057199264,0.0000037140715,0.000001507217,0.025911894,0.0020860943,0.00014394354,0.4577617,0.000057810463,0.0064545744],"study_design_scores_gemma":[0.0004967307,0.000010973539,0.92158467,0.00015428431,0.000002577231,6.04672e-7,0.024796238,0.025781475,0.00011358248,0.024684286,0.0022152686,0.00015931985],"about_ca_topic_score_codex":0.012165277,"about_ca_topic_score_gemma":0.008179748,"teacher_disagreement_score":0.43307742,"about_ca_system_score_codex":0.00024033494,"about_ca_system_score_gemma":0.000130974,"threshold_uncertainty_score":0.9944128},"labels":[],"label_agreement":null},{"id":"W2752355765","doi":"10.5539/jel.v6n4p348","title":"Why Academics Choose to Publish in a Mega-Journal","year":2017,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publication; Publishing; Editorial board; Impact factor; Scope (computer science); Public relations; Quality (philosophy); Library science; Scholarly communication; Political science; Sociology; Computer science; Law","score_opus":0.03403777101114859,"score_gpt":0.40225429026681137,"score_spread":0.3682165192556628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752355765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485395,0.00018968493,0.00020247653,0.038871102,0.0016945618,0.000112131565,7.82321e-8,0.000005087261,0.010385364],"genre_scores_gemma":[0.9941509,0.000045430897,0.0004067063,0.0008459211,0.0019331463,0.0000020214281,2.9759786e-7,0.0000068412955,0.0026087535],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984465,0.00045761524,0.00046195163,0.00008664138,0.000355508,0.00019178675],"domain_scores_gemma":[0.9977068,0.000107521686,0.00087252265,0.00009444799,0.0010397454,0.00017896481],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0070144646,0.00006543501,0.00015424567,0.00041007,0.0014448785,0.0009848891,0.00034621306,0.00008707993,0.000093705974],"category_scores_gemma":[0.014980059,0.000060778184,0.000040532894,0.00021251531,0.00007902884,0.0014188125,0.000033472264,0.0010583135,0.0000015981536],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032436474,0.00014942516,0.696914,0.000033021803,0.000017301301,0.000005128991,0.17077671,0.00022380409,0.00005232951,0.013763584,0.030730065,0.08730215],"study_design_scores_gemma":[0.00023450534,0.000044490942,0.32527325,0.00010546028,0.0000057064585,0.00003975542,0.08661301,0.00001816228,0.0000020292998,0.0026641886,0.5849164,0.00008301795],"about_ca_topic_score_codex":0.0010173976,"about_ca_topic_score_gemma":0.00037441362,"teacher_disagreement_score":0.55418634,"about_ca_system_score_codex":0.00033878552,"about_ca_system_score_gemma":0.0011895802,"threshold_uncertainty_score":0.9998551},"labels":[],"label_agreement":null},{"id":"W2753671137","doi":"10.5210/fm.v22i9.6847","title":"Information &lt;em&gt;in&lt;/em&gt; the ecosystem: Against the “information ecosystem”","year":2017,"lang":"en","type":"article","venue":"First Monday","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Metaphor; Ecosystem; Total human ecosystem; Field (mathematics); Set (abstract data type); Computer science; Sociology; Data science; Ecosystem services; Ecology; World Wide Web; Ecosystem health; Biology; Philosophy","score_opus":0.012901948909746339,"score_gpt":0.2660179904389543,"score_spread":0.25311604152920797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753671137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91497195,0.000071620394,0.00034394168,0.01083907,0.003191538,0.0032443288,0.00012591972,0.00021531779,0.066996306],"genre_scores_gemma":[0.99766177,0.000029216471,0.000019178518,0.0003364072,0.00070901745,0.00033271167,0.0001119418,0.000018938268,0.0007808295],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572444,0.00063224084,0.0013598937,0.00022394238,0.0013237488,0.00073572865],"domain_scores_gemma":[0.99510074,0.0003421638,0.001455314,0.0019393981,0.0010620158,0.000100368816],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008600776,0.00032196258,0.00037654565,0.0002885709,0.006431761,0.0024552026,0.0024434498,0.00027553257,0.00010540009],"category_scores_gemma":[0.004195869,0.00021419222,0.00017143058,0.0005796924,0.0002142588,0.0059513766,0.00033529615,0.0003964766,0.00072915084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039928913,0.00006168139,0.012021794,0.000730997,0.00006154288,0.0000032185528,0.87403685,0.001975628,0.0000064461224,0.06734946,0.03526882,0.008443601],"study_design_scores_gemma":[0.00052036747,0.000029595794,0.034118816,0.00013809804,0.000015442414,0.0000029845164,0.029684981,0.0048478665,0.000009478503,0.0008349367,0.9294969,0.00030055916],"about_ca_topic_score_codex":0.002093338,"about_ca_topic_score_gemma":0.039880387,"teacher_disagreement_score":0.89422804,"about_ca_system_score_codex":0.0010532917,"about_ca_system_score_gemma":0.0004830067,"threshold_uncertainty_score":0.99858034},"labels":[],"label_agreement":null},{"id":"W2767111187","doi":"10.14288/1.0357253","title":"Towards a new economic paradigm : exploring mental models and message framing effects about ecological economics","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Ecological economics; Ecology; Sociology; Psychology; Economics; Geography; Sustainability; Biology","score_opus":0.029819514286547832,"score_gpt":0.24379826194012805,"score_spread":0.21397874765358021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767111187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890954,0.00007629626,0.00026551355,0.00042405934,0.000475971,0.0005168219,0.000043512446,0.000060794657,0.00904166],"genre_scores_gemma":[0.99878556,0.00022387918,0.00024173508,0.000018245277,0.00015206926,0.0000022641916,0.000009053789,0.000011531153,0.00055567507],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99880844,0.000115638984,0.00017068537,0.0004282955,0.00013165825,0.00034529442],"domain_scores_gemma":[0.99908423,0.00006930158,0.000282774,0.0003276476,0.00006175771,0.00017429018],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00072951237,0.00006274717,0.00033325038,0.000046315497,0.0021646589,0.00060142763,0.00056501484,0.00014256981,0.00005533382],"category_scores_gemma":[0.00010851914,0.00020370624,0.00009343722,0.000045387107,0.0006804265,0.0018221046,0.0002924765,0.00013678687,0.000005549949],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025336041,0.00016791472,0.11520193,0.00030087965,0.00015132265,0.00011940633,0.028218705,0.00027758902,0.000009446396,0.010509566,0.001582298,0.8434356],"study_design_scores_gemma":[0.00084462896,0.000050793773,0.96747005,0.000069887414,0.000020678453,0.0000058781457,0.007927797,0.0013439268,3.811215e-7,0.020832108,0.00121011,0.0002237358],"about_ca_topic_score_codex":0.5389853,"about_ca_topic_score_gemma":0.6751661,"teacher_disagreement_score":0.85226816,"about_ca_system_score_codex":0.00060793146,"about_ca_system_score_gemma":0.00042398434,"threshold_uncertainty_score":0.99913436},"labels":[],"label_agreement":null},{"id":"W2767613309","doi":"10.1080/15487733.2010.11908055","title":"Daniel Goleman, <i>Ecological Intelligence: How Knowing the Hidden Impacts of What We Buy Can Challenge Everything</i>","year":2010,"lang":"en","type":"article","venue":"Sustainability Science Practice and Policy","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Forest Research Institute","funders":"","keywords":"Emotional intelligence; Psychology; Cognitive science; Cognitive psychology; Ecology; Social psychology; Biology","score_opus":0.02116422295820732,"score_gpt":0.38116084268011535,"score_spread":0.35999661972190805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767613309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.556547,0.00030196694,0.00006166373,0.43330264,0.0006548128,0.0015655286,0.0000034835678,0.00007579646,0.0074871094],"genre_scores_gemma":[0.99658453,0.00050515536,0.00018970777,0.0010722614,0.00078194484,0.00006199113,0.0000013124395,0.000014179316,0.0007889186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99467826,0.0012647253,0.0006237793,0.0007941225,0.0013785226,0.00126062],"domain_scores_gemma":[0.98997563,0.0033180185,0.00067912426,0.0010816233,0.004545053,0.00040054813],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.02245191,0.00029422907,0.00038289378,0.00042641096,0.0031509614,0.0015538712,0.0014870209,0.00025707408,0.000029788975],"category_scores_gemma":[0.09867457,0.00021572373,0.00011251482,0.003308286,0.007546484,0.0065341596,0.00057464966,0.0010672552,0.0000024559254],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003822577,0.00032756268,0.0057012187,0.0002947808,0.000015796035,0.000009199571,0.23575732,0.000007494187,0.00021027107,0.71727693,0.00020127847,0.040159933],"study_design_scores_gemma":[0.00014570546,0.00023787162,0.0070517883,0.000031680247,0.00003172721,0.000022615457,0.72050333,0.00008518001,0.0001583523,0.16910008,0.102301136,0.00033055904],"about_ca_topic_score_codex":0.033713985,"about_ca_topic_score_gemma":0.013660114,"teacher_disagreement_score":0.5481768,"about_ca_system_score_codex":0.0011407429,"about_ca_system_score_gemma":0.008905392,"threshold_uncertainty_score":0.99948263},"labels":[],"label_agreement":null},{"id":"W2786762101","doi":"10.1089/omi.2018.0002","title":"What does “Diversity” Mean for Public Engagement in Science? A New Metric for Innovation Ecosystem Diversity","year":2018,"lang":"en","type":"review","venue":"OMICS A Journal of Integrative Biology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Diversity (politics); Metric (unit); Ecosystem; Biodiversity; Environmental resource management; Ecology; Geography; Environmental ethics; Sociology; Biology; Environmental science; Business; Anthropology","score_opus":0.14147651338356712,"score_gpt":0.4198994249551169,"score_spread":0.27842291157154975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786762101","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014365467,0.88297856,0.052760582,0.003169556,0.028230352,0.016664108,0.00051830476,0.00006876742,0.0012443013],"genre_scores_gemma":[0.050627805,0.94102097,0.0033468388,0.00014829291,0.0035813667,0.000119885284,0.00015492752,0.000049677037,0.00095023005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952097,0.0014163182,0.0017229134,0.0005423612,0.00047895274,0.00062976644],"domain_scores_gemma":[0.9861513,0.0015616538,0.0035104675,0.00025552654,0.008389687,0.00013140817],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.022863809,0.00039254536,0.0017312737,0.0048680645,0.0022079686,0.00040076347,0.0018590346,0.00044196963,0.000025008607],"category_scores_gemma":[0.013007325,0.00024800457,0.0005061986,0.005069236,0.00077361177,0.0013901559,0.00079257734,0.0005714393,0.0000019423571],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008536534,0.00017436506,0.0018468639,0.002297942,0.00046752315,0.0000021851588,0.057321917,6.565068e-7,0.000002805077,0.74734104,0.0014333065,0.18902606],"study_design_scores_gemma":[0.00069463276,0.00061103306,0.000015813515,0.0016883308,0.00017466,0.0000050969174,0.046827454,0.000015588837,0.0000047690182,0.024795223,0.92483795,0.0003294479],"about_ca_topic_score_codex":0.00079657236,"about_ca_topic_score_gemma":0.010263093,"teacher_disagreement_score":0.92340463,"about_ca_system_score_codex":0.005686268,"about_ca_system_score_gemma":0.006428972,"threshold_uncertainty_score":0.9999972},"labels":[],"label_agreement":null},{"id":"W2792043472","doi":"10.1111/joms.12338","title":"Fast Food Research in the Era of Unplanned Obsolescence","year":2018,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obsolescence; Commodification; Productivity; Sociology; Social science; Marketing; Business; Economics; Economy; Economic growth","score_opus":0.1489773040814535,"score_gpt":0.46479363375808824,"score_spread":0.31581632967663475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792043472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92998093,0.0011116909,0.00014312517,0.02210064,0.0008083829,0.00079537934,0.0000011776463,0.00000893637,0.04504974],"genre_scores_gemma":[0.9985929,0.00028518977,0.00013925965,0.00008635486,0.0005190797,0.000007954946,1.0771354e-7,0.000003989985,0.00036516733],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968901,0.0009560669,0.0005557901,0.000107603744,0.0012033381,0.0002870568],"domain_scores_gemma":[0.99742645,0.00035016055,0.00033174286,0.00018218195,0.0016909639,0.00001852426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014020208,0.00007222186,0.00021712806,0.0003090177,0.00060364784,0.000047518257,0.00062000536,0.000025121653,0.000008848286],"category_scores_gemma":[0.00071408536,0.000047328835,0.000051393457,0.0011565355,0.00087459636,0.00020282641,0.00016048113,0.00029033393,0.0000037906518],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016213556,0.00051918696,0.10915463,0.00075980753,0.0005616652,0.000063930456,0.426099,0.000052447936,0.000012533445,0.4210875,0.029483546,0.012043588],"study_design_scores_gemma":[0.00055258424,0.0007808056,0.13161418,0.00044487964,0.000026395028,0.0000019901659,0.80743134,0.000006487243,0.000021951751,0.035071284,0.023948375,0.00009975418],"about_ca_topic_score_codex":0.0002059818,"about_ca_topic_score_gemma":0.0019392394,"teacher_disagreement_score":0.38601622,"about_ca_system_score_codex":0.0002611221,"about_ca_system_score_gemma":0.000075131706,"threshold_uncertainty_score":0.48591524},"labels":[],"label_agreement":null},{"id":"W2792163455","doi":"10.1017/aaq.2017.68","title":"The Give and Take of Sustainability: Archaeological and Anthropological Perspectives on Tradeoffs. MICHELLE HEGMON , editor. 2017. Cambridge University Press, New York. xvi + 299 pp. 29 black-and-white illustrations, 12 maps, 9 tables. $135.00 (hardcover), ISBN 978-1-107-07853-8.","year":2018,"lang":"en","type":"article","venue":"American Antiquity","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"White (mutation); Archaeology; History; Sustainability; Art history; Sociology; Environmental ethics; Philosophy; Ecology; Chemistry","score_opus":0.01903480790537901,"score_gpt":0.29197580281991914,"score_spread":0.27294099491454016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792163455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96665144,0.001598489,0.00053566106,0.018877756,0.0005828693,0.0017275377,0.00016424469,0.0001383263,0.009723694],"genre_scores_gemma":[0.991794,0.0030535269,0.00018869805,0.00008960126,0.0014220626,0.000005386737,0.000013691826,0.000014904433,0.0034181476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9962216,0.0012592574,0.0004446123,0.0008608198,0.0005116092,0.0007021187],"domain_scores_gemma":[0.99735594,0.0007173241,0.0004749403,0.0004822428,0.0007147354,0.0002548085],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0018402272,0.00032884453,0.00057644566,0.00009312603,0.0019685556,0.00013139368,0.00044029742,0.00020741999,0.00003873813],"category_scores_gemma":[0.0016475063,0.00026496217,0.000099292396,0.0005389358,0.028047498,0.00034222656,0.00035084525,0.0004596782,0.0000017619801],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010294839,0.00067610224,0.19393317,0.00020706152,0.00021721526,0.000028031165,0.088859454,0.000014985468,0.000116326926,0.41908672,0.2918828,0.003948639],"study_design_scores_gemma":[0.00069817033,0.00153601,0.16702265,0.000027894068,0.00006834341,0.000008576365,0.48782185,0.00013276558,0.00007079612,0.0018220282,0.340289,0.0005019175],"about_ca_topic_score_codex":0.05396448,"about_ca_topic_score_gemma":0.0044083763,"teacher_disagreement_score":0.4172647,"about_ca_system_score_codex":0.00048289454,"about_ca_system_score_gemma":0.0007950541,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W2810709896","doi":"10.2495/safe-v8-n3-406-412","title":"Human safety in a man-made ecosystem","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Russian Science Foundation","keywords":"Ecosystem; Occupational safety and health; Poison control; Human factors and ergonomics; Environmental science; Environmental resource management; Environmental health; Ecology; Medicine; Biology","score_opus":0.008218190587681818,"score_gpt":0.2946392055134608,"score_spread":0.286421014925779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810709896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846293,0.00016299814,0.0035336814,0.0028718563,0.002035858,0.00020568822,0.00001521108,0.000037119025,0.006508324],"genre_scores_gemma":[0.9979975,0.00004951938,0.00013877693,0.000049897815,0.0016649856,0.0000013578883,0.0000028728173,0.0000103178945,0.000084740626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823105,0.00011330175,0.000751859,0.00013041205,0.00055605493,0.00021733237],"domain_scores_gemma":[0.9986716,0.00010831938,0.00025359192,0.00008050935,0.0008042315,0.000081741084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024729073,0.00011206789,0.00022519383,0.00036577357,0.00019237302,0.00009198235,0.00036718728,0.00009247263,0.00009332442],"category_scores_gemma":[0.00047382963,0.0001152378,0.000068234214,0.00021011951,0.00008860951,0.0004785992,0.000060985712,0.0002931705,0.00000327855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036929623,0.0002459599,0.03596075,0.00023953551,0.0003208143,0.00022595676,0.12183007,0.004522518,0.0008939614,0.8320748,0.00029257982,0.0030237245],"study_design_scores_gemma":[0.007053557,0.0006397608,0.289166,0.002420727,0.00006161815,0.0005091415,0.034624413,0.021293288,0.00043315414,0.028566064,0.61371565,0.0015166311],"about_ca_topic_score_codex":0.000549332,"about_ca_topic_score_gemma":0.0020284236,"teacher_disagreement_score":0.80350876,"about_ca_system_score_codex":0.0005886402,"about_ca_system_score_gemma":0.00011534117,"threshold_uncertainty_score":0.46992612},"labels":[],"label_agreement":null},{"id":"W2887816051","doi":"10.1007/s13157-018-1064-z","title":"The Second Warning to Humanity – Providing a Context for Wetland Management and Policy","year":2018,"lang":"en","type":"article","venue":"Wetlands","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Wetland; Sustainability; Climate change; Context (archaeology); Environmental resource management; Global warming; Environmental science; Ecosystem services; Environmental planning; Ecosystem; Environmental protection; Business; Ecology; Geography","score_opus":0.022492288769767374,"score_gpt":0.3406315904985589,"score_spread":0.3181393017287915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887816051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8584201,0.000056905406,0.0018947367,0.008005352,0.0006685899,0.0027895365,0.000012051891,0.00013406029,0.12801866],"genre_scores_gemma":[0.97504056,0.0000026569364,0.00010950625,0.00041737643,0.0016704742,0.00016357405,0.000004077132,0.000013166107,0.022578627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987357,0.00014182457,0.0002352825,0.0002510067,0.00022018669,0.0004159887],"domain_scores_gemma":[0.99908674,0.0002072454,0.00009547739,0.00020558234,0.00032403792,0.00008091391],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023002136,0.00010844734,0.0001308192,0.00012674254,0.0029449186,0.00032437246,0.00023754899,0.00005005565,0.000033568256],"category_scores_gemma":[0.0005502343,0.00008217455,0.00003276113,0.00032425515,0.00026362165,0.0001355419,0.00010203471,0.000072909585,0.000008636592],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076599565,0.00002629908,0.041343432,0.00018576877,0.000057224894,0.0000012006532,0.07331032,6.771811e-7,0.000063546526,0.8524059,0.015787287,0.016741734],"study_design_scores_gemma":[0.00044688146,0.00014180213,0.016258221,0.0000219571,0.000008289443,7.572287e-7,0.02194356,0.000057545018,0.000054338834,0.012860558,0.9480607,0.00014539446],"about_ca_topic_score_codex":0.0016099521,"about_ca_topic_score_gemma":0.05170322,"teacher_disagreement_score":0.9322734,"about_ca_system_score_codex":0.0002150932,"about_ca_system_score_gemma":0.000111154855,"threshold_uncertainty_score":0.9983531},"labels":[],"label_agreement":null},{"id":"W2888843769","doi":"10.1111/cobi.13211","title":"Differentiating between regulation and hunting as conservation interventions","year":2018,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Raincoast Conservation Foundation; University of Victoria","funders":"","keywords":"Misrepresentation; Extinction (optical mineralogy); Threatened species; Geography; Indigenous; Intervention (counseling); Thriving; Ethnology; Environmental ethics; Political science; History; Ecology; Law; Biology; Sociology","score_opus":0.07196313592436938,"score_gpt":0.39894411852948425,"score_spread":0.3269809826051149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888843769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97180563,0.00003700185,0.011294006,0.009988328,0.00046264482,0.0005205391,0.0000063200077,0.00016459558,0.0057209143],"genre_scores_gemma":[0.9967831,0.0000039668134,0.0005547275,0.0005769983,0.00083562656,0.000034959412,0.00019471257,0.000012103362,0.0010037989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785125,0.0007526405,0.00062956335,0.0003298608,0.00015021945,0.0002864423],"domain_scores_gemma":[0.99767804,0.0004956481,0.00045723814,0.00019419429,0.0011200265,0.000054867443],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021248176,0.00012682319,0.00020920225,0.00021933933,0.0013186404,0.000117148586,0.00014671234,0.00020311623,0.00025828285],"category_scores_gemma":[0.0034561302,0.00013652546,0.000057339934,0.00052816543,0.00078659994,0.00038280274,0.00007636008,0.00012117169,0.000029835664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005174571,0.000011807353,0.7245149,0.00003834145,0.00001687726,7.099466e-8,0.0036181062,1.5347155e-7,0.0005755116,0.26841158,0.00030413584,0.0025033688],"study_design_scores_gemma":[0.0003369978,0.00010995955,0.9103582,0.00007678756,0.000026504227,9.750655e-7,0.0034425806,0.00044109055,0.00018158572,0.06637555,0.018461183,0.00018860598],"about_ca_topic_score_codex":0.009573353,"about_ca_topic_score_gemma":0.007358593,"teacher_disagreement_score":0.20203601,"about_ca_system_score_codex":0.00014826396,"about_ca_system_score_gemma":0.00017284582,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W2898413242","doi":"10.1089/omi.2018.0167","title":"Is Space the New Frontier for Omics? Mars-Omics, Planetary Science, and the Next-Generation Technology Futurists","year":2018,"lang":"en","type":"article","venue":"OMICS A Journal of Integrative Biology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Multiple Sclerosis Society of Canada","funders":"","keywords":"Mars Exploration Program; Astrobiology; Exploration of Mars; Context (archaeology); Extraterrestrial life; Space exploration; Data science; Geography; Earth science; Ecology; Engineering; Computer science; Biology; Geology; Archaeology","score_opus":0.033161841451023584,"score_gpt":0.3323040446516065,"score_spread":0.29914220320058293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898413242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8112392,0.002057359,0.02753667,0.1494364,0.0051096114,0.0017252085,0.000051832656,0.000024061515,0.0028196592],"genre_scores_gemma":[0.9919139,0.00024228163,0.00311735,0.0010803518,0.002974076,0.000011932272,0.000007536973,0.0000108975355,0.00064166053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982048,0.00041111666,0.0005638086,0.00025400618,0.0002124441,0.0003537976],"domain_scores_gemma":[0.9957282,0.00039425987,0.00076093903,0.00023275576,0.0028191316,0.000064692824],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005810949,0.0001727369,0.0003740653,0.0003588154,0.001364546,0.00019421785,0.00080120756,0.00021110779,0.000021167743],"category_scores_gemma":[0.0034710262,0.000086149,0.00008879293,0.00062130106,0.006475467,0.00029391464,0.00008765562,0.00038000182,0.0000022823651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036945118,0.000023264121,0.004579868,0.000004937286,0.00010306844,6.8011946e-7,0.03329362,0.000002153055,0.005871573,0.9248771,0.02484996,0.0060243034],"study_design_scores_gemma":[0.0029555538,0.0012058701,0.0014184464,0.000032404925,0.00009474763,0.00009293331,0.09695992,0.0038202298,0.0076828087,0.3890309,0.49631172,0.00039446258],"about_ca_topic_score_codex":0.0012984618,"about_ca_topic_score_gemma":0.0031955424,"teacher_disagreement_score":0.53584623,"about_ca_system_score_codex":0.00041505753,"about_ca_system_score_gemma":0.0016746412,"threshold_uncertainty_score":0.99993557},"labels":[],"label_agreement":null},{"id":"W2921726801","doi":"10.2196/11745","title":"Structural Transformation to Attain Responsible BIOSciences (STARBIOS2): Protocol for a Horizon 2020 Funded European Multicenter Project to Promote Responsible Research and Innovation","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Protocol (science); Transformation (genetics); Political science; Business; Public relations; Knowledge management; Medicine; Computer science; Biology; Alternative medicine","score_opus":0.3413820953610099,"score_gpt":0.6110156120836193,"score_spread":0.26963351672260943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921726801","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16179761,2.592489e-7,0.0001229227,0.007863492,0.000027627477,0.8250298,0.000028525043,0.00013946656,0.0049903085],"genre_scores_gemma":[0.07309418,5.064476e-8,0.002358293,0.00007924709,0.00037169,0.91844565,0.000017211638,0.000057068588,0.0055766236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860322,0.00648643,0.0011322156,0.0012357099,0.0032040493,0.001909414],"domain_scores_gemma":[0.99082726,0.0008787589,0.00020575373,0.0007948358,0.0070227575,0.00027061335],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.050528225,0.00031105056,0.00036670934,0.0035293684,0.0026205182,0.0015764298,0.001198061,0.00019749784,0.00008176428],"category_scores_gemma":[0.007196789,0.00027109406,0.000059465583,0.012972611,0.0006571677,0.001528864,0.0004419822,0.0008159153,0.00011446768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.043396514,0.0015051971,0.017026123,0.010563258,0.00006152618,0.000022044016,0.22130266,0.00007356331,0.23601978,0.37263536,0.058207113,0.039186884],"study_design_scores_gemma":[0.004171411,0.012239566,0.0049878703,0.0016757001,0.0000010717648,0.0000023465045,0.016682107,0.0005092323,0.00910049,0.008502322,0.94154066,0.00058722036],"about_ca_topic_score_codex":0.0009549336,"about_ca_topic_score_gemma":0.0015873545,"teacher_disagreement_score":0.88333356,"about_ca_system_score_codex":0.0011557234,"about_ca_system_score_gemma":0.0032279217,"threshold_uncertainty_score":0.99997413},"labels":[],"label_agreement":null},{"id":"W2945482511","doi":"10.12775/setf.2019.012","title":"Review of Naturaleza Creativa","year":2019,"lang":"es","type":"article","venue":"Scientia et Fides","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Creativity; Epistemology; Sociology; Philosophy; Psychology","score_opus":0.014241125533433872,"score_gpt":0.3659982952419386,"score_spread":0.35175716970850474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945482511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6349172,0.058231644,0.000026703696,0.013102017,0.005085933,0.0034026701,0.00007511313,0.00013129138,0.2850274],"genre_scores_gemma":[0.9830615,0.003729346,0.00014758056,0.00093366066,0.00018957458,0.000015021277,0.00003179963,0.000019854993,0.01187166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958421,0.0009928648,0.00086319674,0.0005965135,0.0011831841,0.0005221245],"domain_scores_gemma":[0.996421,0.0003604289,0.0006950544,0.0007629292,0.0016673801,0.00009325694],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007245114,0.00024647385,0.00059180823,0.00026290002,0.00037367106,0.00022607243,0.0008283692,0.00014389012,0.002330639],"category_scores_gemma":[0.0024646174,0.00021352325,0.00025161883,0.002422466,0.00084842957,0.00074526755,0.00021478605,0.00028164478,0.0003439685],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001965653,0.00030983,0.10345637,0.048488133,0.00011668347,0.0000026561195,0.016025467,0.000015972108,0.0010369475,0.77209413,0.055772845,0.0026613013],"study_design_scores_gemma":[0.00074515265,0.0002849851,0.05752194,0.033737496,0.00015078075,0.0000043820137,0.011370371,0.000112051726,0.00095955736,0.013378561,0.8807987,0.00093603355],"about_ca_topic_score_codex":0.002496087,"about_ca_topic_score_gemma":0.00021736413,"teacher_disagreement_score":0.82502586,"about_ca_system_score_codex":0.00020659767,"about_ca_system_score_gemma":0.00079360115,"threshold_uncertainty_score":0.99858135},"labels":[],"label_agreement":null},{"id":"W2947677819","doi":"","title":"Personal Futures: A Pathway for a New Generation of Investors","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"Science Foundation Ireland","keywords":"Futures studies; Futures contract; Business; Scenario planning; Strategic planning; Marketing; Economics; Public relations; Finance; Political science; Computer science","score_opus":0.12164013109370407,"score_gpt":0.3571676407400856,"score_spread":0.23552750964638153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947677819","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004225407,0.00010977975,0.0005351476,0.00052512664,0.0008241395,0.0040167104,0.00010600972,0.00010768335,0.98955],"genre_scores_gemma":[0.01736942,0.00005874784,0.00043084013,0.000016783019,0.0012150694,0.0000015846946,0.00010606374,0.000125013,0.9806765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945458,0.0021348868,0.0002850729,0.0009340828,0.0013462625,0.0007538956],"domain_scores_gemma":[0.9966382,0.00024656643,0.00054802175,0.00071774935,0.0014787846,0.0003707114],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022730967,0.00033409198,0.00062053686,0.0017568177,0.0022282833,0.000246346,0.0023441825,0.0008252899,0.000025290403],"category_scores_gemma":[0.0003008197,0.00041784177,0.00027665516,0.0017762271,0.0011090323,0.0007469086,0.00043977928,0.00067798333,0.000024111792],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017945017,0.00009932555,0.000649436,0.00023676237,0.0001662328,0.000052038005,0.009100631,0.0000066204684,0.00021798119,0.8195834,0.16943148,0.0002766166],"study_design_scores_gemma":[0.0013246138,0.0002448731,0.00009817275,0.00018578424,0.000055253513,0.0000015143646,0.0373836,0.00006987458,0.0000696387,0.000101817786,0.960065,0.00039982525],"about_ca_topic_score_codex":0.11738239,"about_ca_topic_score_gemma":0.038184755,"teacher_disagreement_score":0.8194816,"about_ca_system_score_codex":0.0027772826,"about_ca_system_score_gemma":0.008955512,"threshold_uncertainty_score":0.9998273},"labels":[],"label_agreement":null},{"id":"W2949459357","doi":"10.5751/es-10898-240230","title":"Explaining path-dependent rigidity traps: increasing returns, power, discourses, and entrepreneurship intertwined in social-ecological systems","year":2019,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Environment; European Commission; Ministerio para la Transición Ecológica y el Reto Demográfico; Newcastle University","keywords":"Rigidity (electromagnetism); Entrepreneurship; Path dependence; Ecology; Economic geography; Power (physics); Path (computing); Sociology; Economics; Economic system; Neoclassical economics; Biology; Physics","score_opus":0.016275230940394174,"score_gpt":0.302141187162344,"score_spread":0.2858659562219498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949459357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929916,0.00021425814,0.000012368418,0.001411142,0.00090931024,0.000778487,0.0000077454915,0.00007726595,0.0035977685],"genre_scores_gemma":[0.9988276,0.00006254646,0.000031896932,0.00020705898,0.00026814415,0.00005020429,0.000013517993,0.000012127205,0.0005269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964871,0.0017202205,0.00047399235,0.00052142027,0.00024462937,0.00055266445],"domain_scores_gemma":[0.998583,0.00083262747,0.00022318796,0.0001495622,0.00012396084,0.000087651155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005412583,0.00019253047,0.00045430847,0.000062790015,0.00094153965,0.00013998967,0.00018384012,0.000488618,0.00009245507],"category_scores_gemma":[0.0006129906,0.00018085407,0.00009112393,0.0002304896,0.0005609175,0.0003109899,0.00013518709,0.00047744354,0.000004454678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030102383,0.000115178336,0.87145156,0.000085447115,0.00003228489,0.000009765351,0.0825232,0.0000044833364,0.00006470638,0.045112435,0.00048279052,0.00008806433],"study_design_scores_gemma":[0.00083861605,0.00011597491,0.8187679,0.00003152236,0.000013618588,0.0000096165695,0.1761271,0.00016937438,0.000002281778,0.0025846655,0.0011047393,0.00023456584],"about_ca_topic_score_codex":0.0020842757,"about_ca_topic_score_gemma":0.0022827387,"teacher_disagreement_score":0.09360391,"about_ca_system_score_codex":0.00045665196,"about_ca_system_score_gemma":0.00021903447,"threshold_uncertainty_score":0.7375015},"labels":[],"label_agreement":null},{"id":"W2953078061","doi":"10.3390/su11123312","title":"From the Anthropocene to Mutual Thriving: An Agenda for Higher Education in the Ecozoic","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Thriving; Axiology; Consumerism; Plural; Sociology; Reflexivity; Anthropocene; Environmental ethics; Education for sustainable development; Sustainability; Pluralism (philosophy); Paradigm shift; Higher education; Sustainable development; Epistemology; Engineering ethics; Social science; Ecology; Political science; Law; Engineering","score_opus":0.02926506387833599,"score_gpt":0.4077988174564465,"score_spread":0.37853375357811053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953078061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.945864,0.000057579295,0.0001201681,0.042736035,0.0015367343,0.0054870895,0.000018806253,0.000067396926,0.004112164],"genre_scores_gemma":[0.99418193,8.765787e-7,0.00008673019,0.0013382483,0.0013731841,0.00042571287,0.000048147835,0.000021102409,0.0025240404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996087,0.0016547135,0.0004812686,0.0006146715,0.0005339285,0.00062842626],"domain_scores_gemma":[0.9957282,0.0012408426,0.00014892181,0.0011718045,0.0016350113,0.0000752325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006627411,0.00019741438,0.00024200566,0.00009274752,0.0009103666,0.0002587926,0.0010323836,0.00013974388,0.00044066948],"category_scores_gemma":[0.0037096394,0.00013312105,0.00009990986,0.00093962636,0.0004058034,0.000512338,0.00009561934,0.00024668104,0.000021366368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008002484,0.0005937871,0.56770915,0.00013488595,0.000012201543,7.597447e-7,0.13490792,0.00010879941,0.000007763668,0.27930918,0.008843558,0.008291965],"study_design_scores_gemma":[0.00021259362,0.000112401074,0.51938117,0.000008897422,0.000008211507,1.3396571e-7,0.16886865,0.000029944176,0.00000524301,0.17233382,0.13886236,0.00017660554],"about_ca_topic_score_codex":0.050259627,"about_ca_topic_score_gemma":0.0134803215,"teacher_disagreement_score":0.1300188,"about_ca_system_score_codex":0.002355874,"about_ca_system_score_gemma":0.003674184,"threshold_uncertainty_score":0.95606476},"labels":[],"label_agreement":null},{"id":"W3005569205","doi":"","title":"Optimising Performance: How Jungian Alchemy Informs Organisational Transformation","year":2020,"lang":"en","type":"article","venue":"Digital WPI","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alchemy; Organizational change; Work (physics); Transformation (genetics); Process (computing); Psychology; Sociology; Aesthetics; Social psychology; Public relations; Political science; Computer science; Engineering; Art; Mechanical engineering; Literature","score_opus":0.025593185102973648,"score_gpt":0.2719061835468296,"score_spread":0.24631299844385596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005569205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7614538,0.000011330911,0.0050710873,0.01611699,0.00023764127,0.0006191069,0.000025078267,0.00028456977,0.2161804],"genre_scores_gemma":[0.99811655,0.000002713175,0.000113999595,0.00039792972,0.00045295845,0.000009683814,0.0001744207,0.000014426125,0.0007173232],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985188,0.000025777581,0.0002971433,0.00017321821,0.0006727927,0.0003122287],"domain_scores_gemma":[0.9992137,0.000040518167,0.00011285739,0.00010122401,0.00040198132,0.00012970921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042002185,0.00012944243,0.00013677607,0.00008661287,0.00056555023,0.00080223347,0.00023995886,0.00009163743,0.00011305914],"category_scores_gemma":[0.0004778639,0.00012511374,0.000060515562,0.0007103429,0.00015941466,0.0038375442,0.00002903645,0.00013894617,0.00008551359],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008534196,0.0001450037,0.05274771,0.000698906,0.000084755426,0.000004946567,0.5947672,0.0017740502,0.000190371,0.260877,0.0052685086,0.083356194],"study_design_scores_gemma":[0.0023761455,0.00046372542,0.03836145,0.00011211253,0.00003754335,0.000012698005,0.23199774,0.01850808,0.002017754,0.006524928,0.6977235,0.0018643026],"about_ca_topic_score_codex":0.000050193303,"about_ca_topic_score_gemma":0.00001563306,"teacher_disagreement_score":0.692455,"about_ca_system_score_codex":0.00027732385,"about_ca_system_score_gemma":0.0003664905,"threshold_uncertainty_score":0.77359563},"labels":[],"label_agreement":null},{"id":"W3009395853","doi":"10.5751/es-11405-250121","title":"Why fishers end up in social-ecological traps: a case study of Swedish eel fisheries in the Baltic Sea","year":2020,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NordForsk; Svenska Forskningsrådet Formas","keywords":"Fishery; Baltic sea; Fisheries science; Fisheries management; Geography; Ecology; Marine fisheries; Fishing; Oceanography; Biology","score_opus":0.043188659245212625,"score_gpt":0.32771873366060555,"score_spread":0.2845300744153929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009395853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821806,0.00001742791,0.00000271138,0.015266735,0.0001677625,0.0009224426,0.000004422138,0.000022155045,0.0014157468],"genre_scores_gemma":[0.99649143,0.0000068040526,0.000011635987,0.003209902,0.00015306473,0.00007626178,0.000003055206,0.000005084214,0.00004274741],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99737287,0.0014459812,0.00039843572,0.00027304195,0.00019468257,0.0003149705],"domain_scores_gemma":[0.998999,0.00065934355,0.00011871864,0.000087140696,0.0000983265,0.000037462592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026006547,0.00011185184,0.0003118749,0.000026306656,0.00076435227,0.000041052266,0.00021094421,0.0002166569,0.00013885772],"category_scores_gemma":[0.0006482874,0.00009211363,0.00007630385,0.00065768766,0.0007951656,0.00016071813,0.00006108037,0.0003859588,5.121277e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008702872,0.00026726595,0.48581585,0.000035789122,0.000016906193,0.00009353462,0.50348836,0.0000037619145,9.000392e-7,0.0013063571,0.008897301,0.0000652812],"study_design_scores_gemma":[0.0005402364,0.00017635319,0.4486226,9.662323e-7,0.000008228858,0.0000048381016,0.54859346,0.00007255762,1.05762986e-7,0.00067463296,0.0012447475,0.0000612453],"about_ca_topic_score_codex":0.009073927,"about_ca_topic_score_gemma":0.11793508,"teacher_disagreement_score":0.10886115,"about_ca_system_score_codex":0.00014837369,"about_ca_system_score_gemma":0.00019498341,"threshold_uncertainty_score":0.99752474},"labels":[],"label_agreement":null},{"id":"W3035418155","doi":"10.1017/jmo.2020.9","title":"Addressing sustainable development goals for confronting climate change: Insights and summary solutions in the stress stupidity system","year":2020,"lang":"en","type":"article","venue":"Journal of Management & Organization","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Stupidity; Epistemology; Rigidity (electromagnetism); Sociology; Sustainability; Environmental ethics; Political science; Engineering ethics; Computer science; Philosophy; Engineering; Artificial intelligence","score_opus":0.07281875090186117,"score_gpt":0.3186046003801114,"score_spread":0.24578584947825022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035418155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8882586,0.0013851578,0.07671093,0.018723112,0.0009262832,0.0071912888,0.000008691322,0.00015097446,0.0066449926],"genre_scores_gemma":[0.9986647,0.00006207786,0.00050503406,0.00019063045,0.00046920474,0.00002223521,0.000013376738,0.000014160818,0.00005858769],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99809474,0.0004103327,0.00060139154,0.0001470955,0.00044042766,0.00030602294],"domain_scores_gemma":[0.9982032,0.00009825624,0.000552393,0.000080756756,0.001018111,0.000047293317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033157873,0.00010206556,0.00019283728,0.00019539012,0.0012575455,0.00030862083,0.00025849525,0.00004960703,0.000004313605],"category_scores_gemma":[0.0005400307,0.00008389325,0.000022016027,0.0008448099,0.00005176132,0.0007287628,0.00012266508,0.00011007885,6.209384e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005216649,0.00020792564,0.098065466,0.005559152,0.00011403321,0.00007529806,0.31234425,0.0005754655,0.000027568876,0.5759354,0.0027376222,0.0043056104],"study_design_scores_gemma":[0.0013695745,0.00009409888,0.12815349,0.00065411977,0.00011509928,0.0000036221984,0.84141564,0.0010945912,0.000051163206,0.00080765726,0.025955195,0.00028572374],"about_ca_topic_score_codex":0.000101278274,"about_ca_topic_score_gemma":0.00019159516,"teacher_disagreement_score":0.5751278,"about_ca_system_score_codex":0.0005496996,"about_ca_system_score_gemma":0.00012809891,"threshold_uncertainty_score":0.9672151},"labels":[],"label_agreement":null},{"id":"W3085960278","doi":"10.17605/osf.io/c37yh","title":"Scientific Meaning of Wisdom","year":2019,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Epistemology; Philosophy","score_opus":0.017232587248443218,"score_gpt":0.3001031090133014,"score_spread":0.28287052176485816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085960278","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46966997,6.7008136e-7,0.00026249388,0.00019756239,0.00080961967,0.00090019574,0.0000031977902,0.000091324684,0.52806497],"genre_scores_gemma":[0.7450636,0.0000022703532,0.00030733272,0.00002534275,0.000098559816,0.00004475281,0.000008138703,0.000021662841,0.25442836],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944797,0.0012971589,0.0008297826,0.0016974249,0.0010994537,0.0005964934],"domain_scores_gemma":[0.9944799,0.00053496973,0.0005075127,0.0031492969,0.0011773229,0.00015099949],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.021107841,0.00021980342,0.00042369522,0.00032646288,0.00069948303,0.00028609537,0.001498693,0.00020625208,0.28121164],"category_scores_gemma":[0.007699118,0.00025134935,0.00018771182,0.0009975347,0.0009044612,0.00065083837,0.0008516714,0.00035312813,0.35005462],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006643382,0.0003840383,0.46150878,0.0004113115,0.00011270902,0.0000052316627,0.08774577,0.0014049419,0.008604907,0.42613074,0.008550776,0.0050743553],"study_design_scores_gemma":[0.001854058,0.000005389849,0.095556945,0.0003714813,0.000094734045,0.0000105176405,0.042120785,0.0013458359,0.0122733405,0.13661057,0.7083479,0.0014084164],"about_ca_topic_score_codex":0.004230433,"about_ca_topic_score_gemma":0.0011404788,"teacher_disagreement_score":0.69979715,"about_ca_system_score_codex":0.0005863998,"about_ca_system_score_gemma":0.0007932107,"threshold_uncertainty_score":0.99999386},"labels":[],"label_agreement":null},{"id":"W3096285794","doi":"10.1093/isle/isaa155","title":"Infiltration and Efficacy: A Performance Analysis of Ecoactivism in the Age of Corporate Hegemony","year":2020,"lang":"en","type":"article","venue":"ISLE Interdisciplinary Studies in Literature and Environment","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Whaling; Citizen journalism; Witness; Political science; Environmental protection; Geography; Law; Archaeology","score_opus":0.05059211858812197,"score_gpt":0.3378739569736829,"score_spread":0.28728183838556093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096285794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994966,0.0015124567,0.00003242565,0.0023255055,0.000046564157,0.0003427176,0.00000914206,0.0000040093105,0.0007611976],"genre_scores_gemma":[0.99926496,0.00050265185,0.000042471333,0.00006947991,0.000047741774,0.000023498107,0.000015852553,0.000003638277,0.00002969083],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987905,0.00025413473,0.00040278968,0.00021937376,0.00020580487,0.00012742198],"domain_scores_gemma":[0.999453,0.00016373419,0.00020239907,0.00013546956,0.000028635,0.000016754675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086555467,0.000110633395,0.00033232098,0.0001715788,0.00015097436,0.000023960996,0.00011865027,0.00005326788,0.0000040878253],"category_scores_gemma":[0.00006137365,0.00008014688,0.000042297695,0.00076292,0.00056007947,0.00020271617,0.00021888873,0.00015660175,1.6604521e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082158505,0.000119236945,0.18644392,0.0002306152,0.00018560303,0.000013621764,0.80869716,0.0013991747,0.0001327276,0.0014339862,0.000060410668,0.0012013818],"study_design_scores_gemma":[0.00041949996,0.00036771345,0.89783794,0.00016004211,0.00011354225,9.621341e-7,0.09689442,0.0012639163,0.000034031276,0.0021117325,0.00064648624,0.00014969119],"about_ca_topic_score_codex":0.000040275358,"about_ca_topic_score_gemma":0.0002913116,"teacher_disagreement_score":0.7118027,"about_ca_system_score_codex":0.0000728662,"about_ca_system_score_gemma":0.000010142652,"threshold_uncertainty_score":0.3268295},"labels":[],"label_agreement":null},{"id":"W3105988502","doi":"10.1080/09647775.2020.1836998","title":"Museums in perilous times","year":2020,"lang":"en","type":"article","venue":"Museum Management and Curatorship","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canmore Museum and Geoscience Centre","funders":"","keywords":"History","score_opus":0.0312523924098328,"score_gpt":0.2912845840267326,"score_spread":0.2600321916168998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105988502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8143451,0.0003525179,0.00023297853,0.025757855,0.00049458357,0.0014182421,0.00000278184,0.00034666355,0.15704928],"genre_scores_gemma":[0.9975425,0.00003445768,0.000047371304,0.00083820283,0.00030465762,0.000043545297,0.0000053299864,0.000015173942,0.0011687853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984159,0.00026648008,0.00028800825,0.00033572584,0.00033426384,0.00035962096],"domain_scores_gemma":[0.9995551,0.00004305849,0.000073961506,0.00015461216,0.00006353665,0.0001097417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093660876,0.00013987294,0.00017540147,0.0001396573,0.00031989923,0.00018820768,0.00023863788,0.000065443724,0.00022731608],"category_scores_gemma":[0.00016290053,0.00014215733,0.00003517172,0.000797825,0.00014421997,0.00030069542,0.00010553266,0.000130331,0.000041322543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026846808,0.000057180867,0.14217646,0.00029889468,0.00002626405,0.00003761485,0.054229807,0.000010293823,0.0000048621114,0.79558545,0.0051572095,0.0023890748],"study_design_scores_gemma":[0.0011835392,0.00012737341,0.112597816,0.00006650821,0.00003446543,5.4787745e-7,0.10678384,0.000398213,0.000012370683,0.01831162,0.7597613,0.00072242675],"about_ca_topic_score_codex":0.0009853104,"about_ca_topic_score_gemma":0.0010320345,"teacher_disagreement_score":0.77727383,"about_ca_system_score_codex":0.000107478285,"about_ca_system_score_gemma":0.00003981464,"threshold_uncertainty_score":0.5797007},"labels":[],"label_agreement":null},{"id":"W3106868863","doi":"10.3390/jrfm13120294","title":"Ten Most Highly Cited Papers in Journal of Risk and Financial Management (JRFM), 2018–2020","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Risk management; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Library science; Medicine; Finance; Computer science; Disease; Infectious disease (medical specialty)","score_opus":0.007037066753168914,"score_gpt":0.24175503954654964,"score_spread":0.23471797279338072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106868863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796536,0.0016067402,0.0060187,0.0030187615,0.0017036998,0.0009574499,0.000033530705,0.000023396795,0.006984143],"genre_scores_gemma":[0.9909717,0.0059853406,0.0012092653,0.00036456747,0.0012799782,0.0000050251574,0.0000016602312,0.000017044877,0.00016545947],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99663365,0.00044794174,0.0013567625,0.00027380636,0.00087525364,0.00041261522],"domain_scores_gemma":[0.9977223,0.00012709758,0.0013886272,0.00014340576,0.00040061102,0.00021795761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035225702,0.00024135837,0.00059137447,0.0005528094,0.0005069125,0.00016218136,0.0004074034,0.00013074974,0.000029079603],"category_scores_gemma":[0.0012650053,0.00021403017,0.00014596673,0.0013327246,0.00023922755,0.00039658317,0.00019236856,0.0006039532,0.0000020342986],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014706338,0.00053107773,0.35919303,0.0007991489,0.00019338078,0.0015802749,0.06885213,0.00078930997,0.000016445942,0.07366341,0.022842422,0.47006872],"study_design_scores_gemma":[0.0030741377,0.00048628123,0.5979114,0.00020048031,0.00024581287,0.000013079043,0.016785493,0.000058614158,0.0000030463073,0.008033087,0.3728635,0.0003250611],"about_ca_topic_score_codex":0.0007349115,"about_ca_topic_score_gemma":0.0009070198,"teacher_disagreement_score":0.46974367,"about_ca_system_score_codex":0.00026323894,"about_ca_system_score_gemma":0.00017537131,"threshold_uncertainty_score":0.8727897},"labels":[],"label_agreement":null},{"id":"W3110440958","doi":"10.1515/css-2020-0028","title":"A Cultural Semiotics of <i>Jingshen</i>: A Manifesto","year":2020,"lang":"en","type":"article","venue":"Chinese Semiotic Studies","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Semiotics; Semiosis; Epistemology; Sociology; Semiotics of culture; Embodied cognition; Sign (mathematics); Social semiotics; Aesthetics; Cognitive science; Psychology; Philosophy","score_opus":0.07373880830035434,"score_gpt":0.4037939585287619,"score_spread":0.33005515022840753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110440958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96881336,0.0019820437,0.00008200178,0.010366321,0.00076942536,0.0006740983,0.000009304191,0.00021728381,0.017086174],"genre_scores_gemma":[0.99699223,0.00011961747,0.0003251259,0.0006201811,0.0011409443,0.00001411797,0.000006007353,0.00002291471,0.00075883104],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99755836,0.00030303435,0.00068584137,0.0003870623,0.00063060503,0.00043512895],"domain_scores_gemma":[0.9975047,0.00051285763,0.0003204501,0.00026159376,0.001269278,0.0001311104],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0010797344,0.00027422066,0.00066864124,0.00008280183,0.0006309228,0.00004852954,0.00042983235,0.000096989126,0.00003857648],"category_scores_gemma":[0.011630249,0.00020932051,0.00015991907,0.0012587503,0.00076556014,0.00026449002,0.00023592796,0.00021838775,0.000022091224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042236858,0.00012082397,0.35011932,0.0014249268,0.00038741776,0.000025048043,0.58270895,0.00024087583,0.00052753254,0.047994167,0.016098974,0.00030969057],"study_design_scores_gemma":[0.0025230006,0.0005585678,0.12084866,0.0005986579,0.00033729235,0.000017367389,0.8106499,0.0013089878,0.00032554648,0.032917697,0.028022747,0.0018916095],"about_ca_topic_score_codex":0.0008862968,"about_ca_topic_score_gemma":0.00056503015,"teacher_disagreement_score":0.22927067,"about_ca_system_score_codex":0.0002201809,"about_ca_system_score_gemma":0.00018919146,"threshold_uncertainty_score":0.9966952},"labels":[],"label_agreement":null},{"id":"W3128826634","doi":"10.1177/1024529420987825","title":"Markets are constantly collapsing: Reconceptualizing ‘the market’ as a quantum social wavefunction","year":2021,"lang":"en","type":"article","venue":"Competition & Change","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Quantum entanglement; Quantum nonlocality; Wave function; Quantum; Sociology; Theoretical physics; Quantum mechanics; Physics","score_opus":0.08017812165373597,"score_gpt":0.33654092878669467,"score_spread":0.25636280713295867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128826634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5039026,0.0013348709,0.0011945142,0.077107206,0.010822079,0.003126256,0.00012117069,0.00080591324,0.40158537],"genre_scores_gemma":[0.98953044,0.000051338608,0.00003592154,0.0012800267,0.0025108159,0.00017299342,0.00007580761,0.000026704352,0.0063159666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99620426,0.0017966311,0.00044024002,0.0004234519,0.0006600376,0.0004754056],"domain_scores_gemma":[0.9975576,0.000381644,0.00036930197,0.0002812269,0.0013297417,0.0000805058],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024251752,0.00019190823,0.00027843667,0.00012160915,0.0027035647,0.00031531326,0.00023219874,0.00017732255,0.0042341133],"category_scores_gemma":[0.0012094778,0.00019083511,0.00013486943,0.0010938394,0.0005950094,0.00040218374,0.000089987625,0.0002554012,0.00008602488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006637621,0.00013553027,0.0059268023,0.00015161335,0.000046745066,0.000048212427,0.05719214,8.3935646e-7,0.00011717971,0.90742624,0.027217269,0.0016710624],"study_design_scores_gemma":[0.0006314695,0.000035019366,0.040358607,0.00018378904,0.00003636365,0.000023924871,0.24505666,0.000264801,0.00005593805,0.013957164,0.6989803,0.00041598512],"about_ca_topic_score_codex":0.001162313,"about_ca_topic_score_gemma":0.006506616,"teacher_disagreement_score":0.8934691,"about_ca_system_score_codex":0.00075033784,"about_ca_system_score_gemma":0.0004892829,"threshold_uncertainty_score":0.99859476},"labels":[],"label_agreement":null},{"id":"W3136628686","doi":"10.1016/j.scispo.2020.10.006","title":"Muscler son jeu dans la lutte contre le changement climatique","year":2021,"lang":"fr","type":"article","venue":"Science & Sports","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut du Savoir Montfort; Université du Québec en Outaouais; Institut Universitaire en Santé Mentale de Québec; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.01512345056898995,"score_gpt":0.3066640154240255,"score_spread":0.29154056485503554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136628686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8196165,0.0008877895,0.0005450127,0.026600335,0.0052783117,0.0008603838,0.000018178473,0.000114528935,0.14607899],"genre_scores_gemma":[0.9666021,0.000096547876,0.00033956883,0.0006424433,0.0007537883,0.00005367482,0.000014331577,0.00002479311,0.031472746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943907,0.0005512403,0.00075601833,0.0010557257,0.0019664734,0.0012797902],"domain_scores_gemma":[0.9968201,0.00010807311,0.00043334538,0.00076932675,0.0015788724,0.00029031764],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009509213,0.000308222,0.00040614308,0.00022197781,0.0020426288,0.00047125525,0.00073116814,0.0002048332,0.0010419285],"category_scores_gemma":[0.00081913115,0.00032966217,0.00014782845,0.003864723,0.0041913316,0.0014789057,0.00031804948,0.00034097064,0.000060557355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005149161,0.00048123486,0.07019601,0.00023999478,0.000014700155,0.00035467764,0.12542975,0.00014493414,0.0012172393,0.78499377,0.0028646686,0.014057857],"study_design_scores_gemma":[0.0006367964,0.00008283522,0.33055606,0.0004564577,0.000053562377,0.00005839887,0.2483684,0.0009273651,0.0014233217,0.03331002,0.3831638,0.000962982],"about_ca_topic_score_codex":0.012068869,"about_ca_topic_score_gemma":0.013366998,"teacher_disagreement_score":0.7516838,"about_ca_system_score_codex":0.0012105013,"about_ca_system_score_gemma":0.0048779086,"threshold_uncertainty_score":0.99991554},"labels":[],"label_agreement":null},{"id":"W3157545253","doi":"10.82308/41710","title":"Do political and economic decision-making rely on common neural substrates?","year":2015,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture","keywords":"Politics; Political science; Computer science; Business; Law","score_opus":0.044656887166542786,"score_gpt":0.33771665228373077,"score_spread":0.293059765117188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157545253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8618129,0.000045422275,3.3515926e-7,0.00035964532,0.0009703183,0.0005613861,0.0000931297,0.00021295436,0.13594393],"genre_scores_gemma":[0.9986735,0.0000039509223,0.00019559127,0.00047627042,0.000227017,0.00003394956,0.000010545705,0.00006490742,0.00031428438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953207,0.0010679691,0.0008722907,0.00084026036,0.00081457326,0.0010842235],"domain_scores_gemma":[0.9969055,0.0010635846,0.0002938816,0.00064576,0.00048405997,0.0006071789],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0046672598,0.00038973207,0.00049869047,0.00032840783,0.0020544967,0.00038963897,0.00062906445,0.00035326247,0.000100512654],"category_scores_gemma":[0.0040405896,0.0004016561,0.00012931063,0.00045189768,0.0004678474,0.0011920229,0.00022986656,0.00080243574,0.00019103306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097021984,0.000078532714,0.008747013,0.00002271144,0.000019551791,0.000034312867,0.000082481376,0.00011948872,0.000030837815,0.9741934,0.000018878936,0.0165558],"study_design_scores_gemma":[0.0015331072,0.00046158314,0.025019368,0.00021720018,0.000048494643,0.000053442775,0.008590265,0.00038736087,0.00033277145,0.9103189,0.051847637,0.0011898727],"about_ca_topic_score_codex":0.005169018,"about_ca_topic_score_gemma":0.0077106194,"teacher_disagreement_score":0.13686061,"about_ca_system_score_codex":0.0027728595,"about_ca_system_score_gemma":0.00019525936,"threshold_uncertainty_score":0.99984354},"labels":[],"label_agreement":null},{"id":"W3158962138","doi":"10.1016/j.futures.2021.102756","title":"Moral circle expansion: A promising strategy to impact the far future","year":2021,"lang":"en","type":"article","venue":"Futures","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sentience; Environmental ethics; Existentialism; Moral disengagement; Perspective (graphical); Moral psychology; Humanity; Sociology; Moral authority; Social cognitive theory of morality; Epistemology; Social psychology; Positive economics; Psychology; Political science; Economics; Philosophy; Law; Computer science","score_opus":0.02434840377829418,"score_gpt":0.3578842359929641,"score_spread":0.3335358322146699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158962138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698922,0.00071400683,0.00007293085,0.013197129,0.0015124095,0.00069752557,0.00001081728,0.00012704996,0.013775928],"genre_scores_gemma":[0.992031,0.0000062036456,0.00009214391,0.0006194293,0.005708578,0.00003477239,0.00001417463,0.000017606142,0.0014761207],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997862,0.0005434199,0.00026551235,0.0003267794,0.000548417,0.00045391422],"domain_scores_gemma":[0.9986758,0.0000716684,0.000087752014,0.00044543415,0.0006048272,0.00011449347],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010888099,0.00014744747,0.00018811837,0.000063343294,0.0015027546,0.0003890305,0.0003502323,0.00012498797,0.00046950358],"category_scores_gemma":[0.00041396974,0.00010799586,0.00012073695,0.00096336665,0.000113757116,0.00022821949,0.0000749414,0.0002449834,0.000025974903],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010634053,0.00030578292,0.029512802,0.00019650933,0.00015479236,0.00016618006,0.38617873,0.0023864822,0.0031987713,0.38345656,0.0994284,0.094908655],"study_design_scores_gemma":[0.00043033314,0.00019508226,0.37113127,0.00004977344,0.00002895059,0.000022186436,0.42276308,0.000053996922,0.00052164175,0.024766322,0.1794573,0.000580069],"about_ca_topic_score_codex":0.0037628666,"about_ca_topic_score_gemma":0.010228778,"teacher_disagreement_score":0.35869023,"about_ca_system_score_codex":0.0002865896,"about_ca_system_score_gemma":0.001007308,"threshold_uncertainty_score":0.99979717},"labels":[],"label_agreement":null},{"id":"W3164030972","doi":"10.1016/j.oneear.2021.04.011","title":"Sustainability of the global sand system in the Anthropocene","year":2021,"lang":"en","type":"article","venue":"One Earth","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":194,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Deutsche Forschungsgemeinschaft; European Commission; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; National Science Foundation","keywords":"Dredging; Anthropocene; Sustainability; Sand mining; Scarcity; Subsistence agriculture; Environmental resource management; Economic shortage; Environmental science; Geology; Geography; Ecology; Archaeology; Economics; Oceanography","score_opus":0.016213336255154424,"score_gpt":0.31898885342242755,"score_spread":0.30277551716727313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164030972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92502373,0.00019129981,0.00011657243,0.007928792,0.00040688535,0.00078233145,0.0000120491895,0.000031605792,0.06550671],"genre_scores_gemma":[0.9993994,0.0000026687153,0.000022245,0.000067355984,0.00016847305,0.000014960901,0.0000024480314,0.0000042695865,0.00031817163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968379,0.0016550986,0.0003663615,0.00022698089,0.0006101788,0.00030343755],"domain_scores_gemma":[0.9981999,0.00014690294,0.0001433314,0.00056922634,0.0009139525,0.000026710559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032584707,0.00008811859,0.0001953983,0.000022472848,0.00052246597,0.000074111485,0.00039577685,0.000075671014,0.000059742688],"category_scores_gemma":[0.0017470871,0.00005875825,0.00008059227,0.0015571498,0.00058106025,0.0001194068,0.000084772946,0.0001456738,0.0000027453923],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073282054,0.00015653828,0.4310369,0.00024690843,0.000009412751,0.000007936863,0.009934306,0.00006399365,0.0000051466595,0.55783105,0.00014813921,0.0005523238],"study_design_scores_gemma":[0.00037904063,0.000030738862,0.8170253,0.00007303793,0.000015031581,0.0000056973536,0.14745755,0.00006302941,0.0001608098,0.024465267,0.010185131,0.00013934686],"about_ca_topic_score_codex":0.012218685,"about_ca_topic_score_gemma":0.014498132,"teacher_disagreement_score":0.5333658,"about_ca_system_score_codex":0.000541131,"about_ca_system_score_gemma":0.0013326701,"threshold_uncertainty_score":0.994359},"labels":[],"label_agreement":null},{"id":"W3172976288","doi":"10.1126/science.abj2923","title":"Summer reading 2021 <b>Solving Public Problems: A Practical Guide to Fix Our Government and Change Our World</b> , <i>Beth Simone Noveck</i> , Yale University Press, 2021, 448 pp. <b>Technically Food: Inside Silicon Valley's Mission to Change What We Eat</b> , <i>Larissa Zimberoff</i> , Abrams Press, 2021, 240 pp. <b>Unwell Women: Misdiagnosis and Myth in a Man-Made World</b> , <i>Elinor Cleghorn, Dutton</i> , 2021, 400 pp. <b>The Uncommon Knowledge of Elinor Ostrom: Essential Lessons for Collective Action</b> , <i>Erik Nordman</i> , Island Press, 2021, 256 pp. <b>The Ascent of Information: Books, Bits, Genes, Machines, and Life's Unending Algorithm</b> , <i>Caleb Scharf</i> , Riverhead Books, 2021, 352 pp. <b>A Quantum Life: My Unlikely Journey from the Street to the Stars</b> , <i>Hakeem Oluseyi and Joshua Horwitz</i> , Ballantine Books, 2021, 368 pp. <b>Blue: In Search of Nature's Rarest Color</b> , <i>Kai Kupferschmidt</i> , The Experiment, 2021, 224 pp. <b>The Memory Thief and the Secrets Behind How We Remember: A Medical Mystery</b> , <i>Lauren Aguirre</i> , Pegasus Books, 2021, 336 pp.","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Reading (process); Government (linguistics); Ode; Library science; Mass media; Sociology; Media studies; Political science; Operations research; Computer science; Law; Engineering; Philosophy; Art; Literature","score_opus":0.039459863421647874,"score_gpt":0.3192542588977498,"score_spread":0.2797943954761019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172976288","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14401355,0.35985917,0.0007933126,0.45532304,0.003810175,0.030695135,0.0044973427,0.0001267068,0.00088156975],"genre_scores_gemma":[0.63109463,0.3453579,0.0015334332,0.0088971285,0.005115612,0.003966588,0.00035064464,0.00043908958,0.0032449597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9778822,0.00647745,0.0035048823,0.0032942411,0.005542482,0.0032987602],"domain_scores_gemma":[0.98320794,0.006835995,0.0026021213,0.0028984435,0.0027116742,0.0017438272],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.02045213,0.0019708057,0.002704073,0.00036786802,0.004846032,0.0031635533,0.003918256,0.000935098,0.00012004637],"category_scores_gemma":[0.00643772,0.001310244,0.00049551454,0.0048343996,0.0037397407,0.00391174,0.0053666946,0.0036581173,0.0000049771747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007669972,0.0031651624,0.013248553,0.0022906056,0.0016598139,0.0002087154,0.14251472,0.0008330939,0.009211756,0.005747778,0.7755307,0.037919164],"study_design_scores_gemma":[0.008919455,0.0010859399,0.002330294,0.0038074576,0.00092351716,0.000076739896,0.14549613,0.007357049,0.005720358,0.00021659001,0.82193995,0.002126503],"about_ca_topic_score_codex":0.020388728,"about_ca_topic_score_gemma":0.11863768,"teacher_disagreement_score":0.4870811,"about_ca_system_score_codex":0.0017269285,"about_ca_system_score_gemma":0.0048034783,"threshold_uncertainty_score":0.9993035},"labels":[],"label_agreement":null},{"id":"W3177153537","doi":"","title":"How Universities Have Betrayed Reason and Humanity—And What's to Be Done About It","year":2021,"lang":"en","type":"article","venue":"PhilPapers (PhilPapers Foundation)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; McGill University","keywords":"Humanity; Argument (complex analysis); Political science; Face (sociological concept); Environmental ethics; Brexit; Sociology; Social science; Law; Philosophy; Economics","score_opus":0.026715187346560355,"score_gpt":0.3045744858158711,"score_spread":0.27785929846931073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177153537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74872744,0.0009462461,0.00013601752,0.18212457,0.00095276674,0.0011047714,0.0000138944815,0.0002330132,0.0657613],"genre_scores_gemma":[0.9786363,0.0007691927,0.00033956734,0.0031850464,0.0006478856,0.000040473686,0.00014418697,0.000042850443,0.016194496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9967062,0.00053627836,0.00040496793,0.0008388079,0.00086429657,0.00064947805],"domain_scores_gemma":[0.99747247,0.00037720063,0.00020667167,0.0004635593,0.00115935,0.00032077153],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013052925,0.00035870884,0.00043174927,0.00032224882,0.0026943493,0.002954219,0.00031276612,0.0002108293,0.0004858951],"category_scores_gemma":[0.00089042005,0.00041325804,0.00008870015,0.0008144901,0.00096868555,0.0039113937,0.0001852628,0.0003072331,0.000018032062],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094060684,0.00017029665,0.005947094,0.0002946568,0.00028379363,0.00006123109,0.20828678,0.000022584727,0.001660866,0.74205524,0.0011754005,0.039947994],"study_design_scores_gemma":[0.0008055391,0.000096682335,0.016689293,0.00012246093,0.00008915278,0.000014375496,0.5563698,0.000018012192,0.00012494695,0.0037855355,0.42123497,0.00064927095],"about_ca_topic_score_codex":0.0027170912,"about_ca_topic_score_gemma":0.027520673,"teacher_disagreement_score":0.7382697,"about_ca_system_score_codex":0.0009669662,"about_ca_system_score_gemma":0.00071514986,"threshold_uncertainty_score":0.9998319},"labels":[],"label_agreement":null},{"id":"W3186767566","doi":"10.1139/er-2021-0040","title":"On embracing the concept of becoming environmental problem solvers: the trainee perspective on key elements of success, essential skills, and mindset","year":2021,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Mindset; Engineering ethics; Enthusiasm; Curriculum; Rubric; Psychology; Computer science; Pedagogy; Engineering; Social psychology","score_opus":0.011555132518406234,"score_gpt":0.30303231552668153,"score_spread":0.2914771830082753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186767566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854818,0.0038715247,0.000051402934,0.001359101,0.00017262537,0.0020331994,0.000065651446,0.000008068123,0.0069566206],"genre_scores_gemma":[0.99810237,0.0007635421,0.000101682446,0.00019657418,0.00011830893,0.00005501143,0.000035776975,0.000015718259,0.0006110178],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99714,0.0009309523,0.0006804453,0.00037162864,0.0006070194,0.00026994306],"domain_scores_gemma":[0.998697,0.000321501,0.0005589418,0.00037095684,0.0000069417774,0.000044662454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017429879,0.0002037574,0.0003664958,0.000038921262,0.0005852621,0.000038448834,0.000297953,0.000061918465,0.00041702294],"category_scores_gemma":[0.00027214587,0.00013573191,0.00015287781,0.00014916992,0.0009742168,0.00016322172,0.00012293136,0.00021911738,0.000010706993],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001214763,0.0048604747,0.06774009,0.0004055681,0.0005346106,0.000022776116,0.65609455,0.00021638113,0.015549469,0.198486,0.0034122013,0.05255642],"study_design_scores_gemma":[0.004250484,0.0011024928,0.10701688,0.0011914182,0.0004542531,0.000018232164,0.6602256,0.000120315264,0.024115864,0.016284274,0.18376905,0.0014511744],"about_ca_topic_score_codex":0.00034421566,"about_ca_topic_score_gemma":0.00025399216,"teacher_disagreement_score":0.18220173,"about_ca_system_score_codex":0.00056381285,"about_ca_system_score_gemma":0.00005680586,"threshold_uncertainty_score":0.5534987},"labels":[],"label_agreement":null},{"id":"W3203061141","doi":"10.1080/01596306.2021.1981828","title":"Steering the mind share: technology companies, policy and Artificial Intelligence research in universities","year":2021,"lang":"en","type":"article","venue":"Discourse Studies in the Cultural Politics of Education","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Australian Research Council","keywords":"Ethos; Government (linguistics); Sociology; Field (mathematics); Management; Public relations; Political science; Economics; Law","score_opus":0.2073831976907506,"score_gpt":0.5341555995331815,"score_spread":0.3267724018424309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203061141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9475434,0.0016802767,0.0000020089856,0.043815468,0.0002986144,0.0003126465,0.0000061359224,0.00000514086,0.0063363058],"genre_scores_gemma":[0.99866986,0.00014198688,0.000032076838,0.00003988327,0.000391597,0.000024514104,0.0000071386594,0.0000032449575,0.00068968267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99838763,0.0005634962,0.00027266785,0.00015801133,0.0003038753,0.00031431837],"domain_scores_gemma":[0.99812865,0.0005080556,0.000077602635,0.0002034814,0.0010662366,0.000015993131],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001672589,0.000077658566,0.000139996,0.0002657388,0.0007600569,0.000065214284,0.00032659795,0.00005061514,0.0000043752048],"category_scores_gemma":[0.0018997148,0.000051958392,0.000019613357,0.0015628422,0.0028611221,0.00018272144,0.00015426104,0.0002537899,9.1645234e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014523888,0.000057554087,0.001147373,0.000044232424,0.000008597255,8.410966e-7,0.26061043,0.00002291409,0.000010247149,0.73710537,0.00008009665,0.0009108626],"study_design_scores_gemma":[0.000017445933,0.000011447689,0.0020236487,0.000077398974,0.000004199583,0.0000020469004,0.8275008,0.000010350384,0.00007841072,0.16930723,0.00091935525,0.000047616504],"about_ca_topic_score_codex":0.00825081,"about_ca_topic_score_gemma":0.0114712315,"teacher_disagreement_score":0.56779814,"about_ca_system_score_codex":0.0007500735,"about_ca_system_score_gemma":0.0012001164,"threshold_uncertainty_score":0.99985254},"labels":[],"label_agreement":null},{"id":"W3208133108","doi":"10.1130/abs/2021am-368488","title":"ARE ‘BIO-INORGANIC BRIDGES’ FALLING DOWN? THE EVOLUTION OF LIFE AND THE ENVIRONMENT IN THE WAKE OF THE GREAT OXIDATION EVENT","year":2021,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Falling (accident); Event (particle physics); Wake; Environmental science; History; Engineering; Aerospace engineering; Physics; Psychology","score_opus":0.016706594005281752,"score_gpt":0.2574220871510133,"score_spread":0.24071549314573154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208133108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789913,0.00042938426,0.0004727436,0.018574977,0.000034362336,0.0012406156,0.0000021041617,0.0000125957085,0.00024190702],"genre_scores_gemma":[0.9991059,0.00010279885,0.00028279264,0.00033232878,0.00005491381,0.00006524461,0.000006059833,0.0000054770635,0.000044494984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972057,0.0009488184,0.0005772261,0.000250559,0.0007386782,0.00027903853],"domain_scores_gemma":[0.99772674,0.0005670922,0.0010414831,0.00037559043,0.00025986746,0.000029239476],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002748129,0.00013814819,0.0003007318,0.000009607414,0.00052700087,0.000037314865,0.0004424279,0.000113369184,0.000028699358],"category_scores_gemma":[0.0006385404,0.00005718497,0.0001662267,0.0006247885,0.0036566842,0.000086632506,0.0001258868,0.00032295808,6.975109e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008458707,0.0008199353,0.913296,0.00019457458,0.00016259197,0.0000013606021,0.06369269,0.0037870915,0.0002495574,0.00630663,0.00013326899,0.011271743],"study_design_scores_gemma":[0.00043269442,0.00010666142,0.856578,0.000039712428,0.000036447167,0.000001854361,0.139597,0.00018466028,0.000056727185,0.0016906589,0.0011934978,0.00008210344],"about_ca_topic_score_codex":0.010336711,"about_ca_topic_score_gemma":0.0008586392,"teacher_disagreement_score":0.07590431,"about_ca_system_score_codex":0.00016664293,"about_ca_system_score_gemma":0.00019109095,"threshold_uncertainty_score":0.9990548},"labels":[],"label_agreement":null},{"id":"W3209963224","doi":"10.3390/jrfm14110522","title":"A Focus on Ethical Value under the Vision of Leadership, Teamwork, Effective Communication and Productivity","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Teamwork; Productivity; Value (mathematics); Ethical leadership; Public relations; Psychology; Political science; Sociology; Knowledge management; Engineering ethics; Engineering; Economic growth; Law; Economics; Computer science","score_opus":0.01809947445969548,"score_gpt":0.31302630619090743,"score_spread":0.2949268317312119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209963224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637351,0.0013038296,0.007978119,0.023143489,0.00030337716,0.0006875129,0.0000016227651,0.000007904112,0.0028390363],"genre_scores_gemma":[0.99888545,0.0004724738,0.00022009818,0.00013821418,0.00017782357,0.000006006198,3.209947e-7,0.000004349488,0.00009525149],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976674,0.0013939384,0.00029597103,0.00012674952,0.00039274018,0.00012324579],"domain_scores_gemma":[0.99854296,0.0004975915,0.00034966672,0.00018740451,0.0003935246,0.000028877106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053949757,0.00007421243,0.00018548232,0.000087523396,0.000525774,0.000056227964,0.00013148415,0.00009239626,0.0000026990415],"category_scores_gemma":[0.0011511086,0.000053105992,0.000051992065,0.00034734159,0.00035489586,0.00011910928,0.00009068595,0.0005250504,2.977793e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014865756,0.0002031212,0.00867741,0.00012615792,0.00003321002,0.000006393852,0.023931544,0.00015601888,0.000011830389,0.76101416,0.000471086,0.2052204],"study_design_scores_gemma":[0.0007321197,0.0003292325,0.75115263,0.00023974641,0.00009795429,0.000005128419,0.043228224,0.000024464578,0.00008645867,0.18900001,0.014985308,0.00011871635],"about_ca_topic_score_codex":0.00055507885,"about_ca_topic_score_gemma":0.0011962538,"teacher_disagreement_score":0.7424752,"about_ca_system_score_codex":0.00011371432,"about_ca_system_score_gemma":0.00008315868,"threshold_uncertainty_score":0.4043882},"labels":[],"label_agreement":null},{"id":"W3211430506","doi":"10.17159/2221-4070/2021/v10i2a5","title":"A Visual Conversation From South Africa: Climate Resilience and Hope for a Green Recovery","year":2021,"lang":"en","type":"article","venue":"Educational Research for Social Change","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Conversation; Vision; Flourishing; Citizen journalism; Through-the-lens metering; Resilience (materials science); Psychological resilience; Sociology; Environmental ethics; Political science; Aesthetics; Psychology; Social psychology; Lens (geology); Communication; Art; Engineering","score_opus":0.25132929065244586,"score_gpt":0.48694696950402316,"score_spread":0.2356176788515773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211430506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8670482,0.00082515413,0.0006053807,0.120116346,0.0015015632,0.005036185,0.00096148334,0.000059663213,0.0038459983],"genre_scores_gemma":[0.9865747,0.000022963393,0.0003307061,0.00012406964,0.005108519,0.0019477813,0.00043839452,0.000021265188,0.0054316204],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972681,0.0006022775,0.0002579778,0.00044397652,0.00080976024,0.00061794225],"domain_scores_gemma":[0.9944004,0.0024287489,0.00011614654,0.00011679239,0.0028260646,0.000111841575],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004242446,0.00010257855,0.0001709168,0.0001793192,0.0023592298,0.00021561756,0.00019008794,0.000141181,0.00016153188],"category_scores_gemma":[0.007734276,0.00011799104,0.0000800831,0.0007375381,0.00045746635,0.00044372067,0.000093770286,0.00016151366,0.0000103675075],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002496386,0.00025137962,0.010716195,0.00033293985,0.000051229563,7.176611e-7,0.5581984,3.4279702e-7,0.00016455897,0.41264996,0.009481326,0.007903345],"study_design_scores_gemma":[0.0014989224,0.00033320417,0.10607051,0.00008820644,0.00003671281,6.269717e-7,0.32561067,0.00034942714,0.000098367804,0.30823684,0.25713032,0.00054617604],"about_ca_topic_score_codex":0.005950816,"about_ca_topic_score_gemma":0.0061112447,"teacher_disagreement_score":0.247649,"about_ca_system_score_codex":0.0007303402,"about_ca_system_score_gemma":0.0020909514,"threshold_uncertainty_score":0.9989396},"labels":[],"label_agreement":null},{"id":"W3216450720","doi":"10.1016/j.esg.2021.100122","title":"Reconciling safe planetary targets and planetary justice: Why should social scientists engage with planetary targets?","year":2021,"lang":"en","type":"article","venue":"Earth System Governance","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Porticus Foundation; Global Environment Facility; Gordon and Betty Moore Foundation","keywords":"Deliberation; Economic Justice; Scholarship; Planetary boundaries; Environmental ethics; Social justice; Humanity; Political science; Set (abstract data type); Astrobiology; Sociology; Biology; Law; Computer science; Sustainable development","score_opus":0.02542572069909085,"score_gpt":0.2761674556596722,"score_spread":0.2507417349605814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216450720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90111846,0.016976936,0.0011930065,0.0042741434,0.0069571505,0.0027819853,0.0015323375,0.00076091225,0.0644051],"genre_scores_gemma":[0.99269795,0.0000816192,0.0008875182,0.0005163646,0.00199036,0.000029775565,0.00045670476,0.000047422236,0.0032923066],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941424,0.0012326051,0.00085913495,0.0010743724,0.0016552754,0.0010361759],"domain_scores_gemma":[0.99764407,0.00044577618,0.0006619564,0.0004974788,0.00050221465,0.00024851292],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0030722846,0.00046241394,0.0007383493,0.00009928292,0.0030401207,0.00036945133,0.00046156964,0.0003067917,0.00032345662],"category_scores_gemma":[0.0005263783,0.00045709757,0.00008996135,0.0007605416,0.0005665451,0.00076732953,0.00011816905,0.00070316007,0.00006925168],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012523561,0.0006322688,0.5100251,0.021450479,0.0012533596,0.011005037,0.1694507,0.006140444,0.0008240609,0.15733008,0.10868752,0.011948635],"study_design_scores_gemma":[0.0030362378,0.00027331043,0.41663525,0.0013057669,0.000314732,0.0006277925,0.050274353,0.0034108663,0.00021709727,0.00028143096,0.5213779,0.0022452574],"about_ca_topic_score_codex":0.009553151,"about_ca_topic_score_gemma":0.030576471,"teacher_disagreement_score":0.41269037,"about_ca_system_score_codex":0.00039289464,"about_ca_system_score_gemma":0.0010071843,"threshold_uncertainty_score":0.9997881},"labels":[],"label_agreement":null},{"id":"W4200124792","doi":"10.31219/osf.io/s93ve","title":"World Scientists' Warnings Into Action, Local to Global","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Timeline; Humanity; Action (physics); Politics; Political science; Warning signs; Environmental ethics; Geography; Engineering; Law; Transport engineering","score_opus":0.03312356320697992,"score_gpt":0.4051646455274923,"score_spread":0.3720410823205124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200124792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57054925,0.00014614432,0.1467468,0.01916448,0.015898513,0.0027171765,0.000015952799,0.0009903986,0.24377128],"genre_scores_gemma":[0.9576806,0.0000023721227,0.0020140312,0.0006368645,0.0012752059,0.00012199528,0.00007471205,0.000022286817,0.038171966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99520975,0.00069289404,0.0007414724,0.0011795263,0.0014704083,0.00070593826],"domain_scores_gemma":[0.99590564,0.000090341615,0.0002966022,0.0008032778,0.0025971949,0.0003069748],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00369916,0.0003437883,0.00047654836,0.00037577093,0.0014090551,0.0012114808,0.0010158559,0.00034713617,0.0015266899],"category_scores_gemma":[0.001745132,0.0003688875,0.00020544638,0.0030899565,0.00066612597,0.00033585733,0.001413904,0.0006389715,0.00014637763],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003916095,0.00038481527,0.10657782,0.0011780451,0.0001795415,0.000056479672,0.18734363,0.0033607916,0.000027006363,0.5751009,0.090841465,0.034910314],"study_design_scores_gemma":[0.00034466028,0.000048552964,0.037877575,0.0003582088,0.00005943731,0.000004914217,0.16266459,0.00058868836,0.00009353672,0.061810467,0.7345633,0.0015861021],"about_ca_topic_score_codex":0.15959999,"about_ca_topic_score_gemma":0.45216608,"teacher_disagreement_score":0.6437218,"about_ca_system_score_codex":0.005442304,"about_ca_system_score_gemma":0.0033079225,"threshold_uncertainty_score":0.999891},"labels":[],"label_agreement":null},{"id":"W4200312812","doi":"10.37281/drcsf/2.2.8","title":"The role of innovation in our accelerating future","year":2021,"lang":"en","type":"article","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Pace; Action (physics); Population; Humanity; Environmental ethics; Political science; Ideology; Scientific progress; World population; Sociology; Law; Geography; Politics; Epistemology","score_opus":0.019014970432036885,"score_gpt":0.3356420257384568,"score_spread":0.31662705530641994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200312812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83954585,0.0001359252,0.00008465985,0.009843324,0.0004108287,0.0002706346,6.9177395e-7,0.00003453035,0.14967358],"genre_scores_gemma":[0.9968762,0.000004393186,0.00021561874,0.00008090144,0.00051820674,0.000012604146,0.000005407904,0.0000044506105,0.002282255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99865437,0.0002842122,0.00047555615,0.00012123645,0.00028984403,0.0001747588],"domain_scores_gemma":[0.9982265,0.00007473388,0.00015907233,0.00016115018,0.0013689295,0.000009612486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025965436,0.000051281084,0.000089423964,0.00007644108,0.00044783615,0.000090986825,0.00015084268,0.00006352295,0.000037330858],"category_scores_gemma":[0.0016212434,0.00003926356,0.00001689795,0.0022847261,0.000039293052,0.00018554922,0.000038895065,0.00011904238,0.0000020974617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016484743,0.000019765857,0.08560231,0.000009170302,0.0000030349722,5.281929e-7,0.012091853,0.000012469092,0.000621525,0.8936621,0.00024638514,0.0077292263],"study_design_scores_gemma":[0.00017756557,0.000011144731,0.043960527,0.000013389077,0.000001734625,4.756835e-7,0.81253475,0.0002396854,0.002512648,0.057359748,0.0830735,0.0001148112],"about_ca_topic_score_codex":0.0029560754,"about_ca_topic_score_gemma":0.022882864,"teacher_disagreement_score":0.83630234,"about_ca_system_score_codex":0.00013532575,"about_ca_system_score_gemma":0.00052443263,"threshold_uncertainty_score":0.99494696},"labels":[],"label_agreement":null},{"id":"W4205956709","doi":"10.1007/s13752-021-00394-7","title":"Conceptualizing the Environment in Natural Sciences: Guest Editorial","year":2022,"lang":"en","type":"article","venue":"Biological Theory","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Collège Lionel Groulx","funders":"Agence Nationale de la Recherche","keywords":"Philosophy of biology; Natural (archaeology); Natural science; Epistemology; Sociology; Cognitive science; Environmental ethics; Engineering ethics; Philosophy of science; Psychology; Philosophy; Geography; Engineering; Archaeology","score_opus":0.043883232302102504,"score_gpt":0.328308025515157,"score_spread":0.28442479321305447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205956709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9173152,0.0007636004,0.00004495303,0.0022303583,0.060368687,0.001113216,0.000011865912,0.00011867587,0.018033452],"genre_scores_gemma":[0.9834039,0.0000073005194,0.000012306408,0.00029270383,0.015822161,0.00011886242,0.000008264711,0.00000356321,0.00033091268],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99481857,0.0037337376,0.00026271192,0.0003017105,0.00052016706,0.0003630848],"domain_scores_gemma":[0.9986224,0.0010564468,0.00010310391,0.00015746601,0.000032657197,0.000027934942],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012383303,0.00009384786,0.00013073388,0.000048120695,0.0020847293,0.000052920455,0.00067854644,0.00006922461,0.000448342],"category_scores_gemma":[0.0016289245,0.00005753485,0.0000551969,0.0004272636,0.0020848836,0.00008021954,0.0003062644,0.00037958013,0.000017934799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026047492,0.000059172642,0.008178553,0.0000015609445,0.0000035466549,0.0000022282547,0.011546599,0.000117992284,0.00011132625,0.9774733,0.00220236,0.00027726847],"study_design_scores_gemma":[0.00024041662,0.00016515139,0.0041660992,0.0000030215494,0.000002033682,7.480386e-7,0.11087011,0.000017095355,0.000008019415,0.20973183,0.6746124,0.00018307263],"about_ca_topic_score_codex":0.0005005763,"about_ca_topic_score_gemma":0.00005275897,"teacher_disagreement_score":0.7677415,"about_ca_system_score_codex":0.00050162605,"about_ca_system_score_gemma":0.00013836258,"threshold_uncertainty_score":0.9992144},"labels":[],"label_agreement":null},{"id":"W4205969992","doi":"10.1093/oxfordhb/9780190067397.013.32","title":"Automating Origination","year":2020,"lang":"en","type":"reference-entry","venue":"Oxford University Press eBooks","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Creativity; Origination; The arts; Negotiation; Perspective (graphical); Automation; Value (mathematics); Sociology; Epistemology; Cognitive science; Computer science; Psychology; Political science; Social science; Artificial intelligence; Engineering; Social psychology; Law; Philosophy","score_opus":0.036517971124850626,"score_gpt":0.2906450247033512,"score_spread":0.2541270535785006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205969992","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009325004,0.000061693005,0.00066610513,0.00024339532,0.0011659861,0.0009506655,0.00008298056,0.0005394509,0.9953572],"genre_scores_gemma":[0.025642067,0.0006321068,0.00033101355,0.00006243348,0.0015045363,0.0000055288374,0.00028231702,0.00004506189,0.9714949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714714,0.00067662523,0.00031828994,0.0005443932,0.0008297252,0.00048379565],"domain_scores_gemma":[0.99812496,0.00016161373,0.0005180179,0.00034927126,0.0006871943,0.00015893373],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00061513705,0.00029940892,0.0004284525,0.00025964336,0.001325112,0.00020613256,0.00083211734,0.0005334171,0.000055795746],"category_scores_gemma":[0.0003264496,0.00036259086,0.00015999339,0.0001704109,0.00029939573,0.000305184,0.00027959293,0.00067438633,0.0000022153747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022662965,0.000027846385,0.00032730654,0.00082958426,0.00009647266,0.000043827913,0.015204739,0.0000071415348,3.397475e-7,0.9065072,0.049809445,0.027123459],"study_design_scores_gemma":[0.00027000692,0.000027457156,0.00010286511,0.00017482274,0.00007180835,5.551042e-7,0.0042853313,0.0001263234,0.0000029713906,0.0004223841,0.9941608,0.00035471626],"about_ca_topic_score_codex":0.0065420447,"about_ca_topic_score_gemma":0.00086500874,"teacher_disagreement_score":0.9443513,"about_ca_system_score_codex":0.0015532364,"about_ca_system_score_gemma":0.0014027484,"threshold_uncertainty_score":0.999975},"labels":[],"label_agreement":null},{"id":"W4206030617","doi":"10.1017/9781108626095","title":"Megacorporation","year":2021,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Appeal; Existentialism; Corporation; Ideology; Scope (computer science); Perspective (graphical); Alphabet; Corporate social responsibility; Politics; Field (mathematics); Public relations; Ideal (ethics); Big business; Political science; Sociology; Law; Computer science; Philosophy; Mathematics","score_opus":0.026683672126554835,"score_gpt":0.254504771572837,"score_spread":0.22782109944628218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206030617","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026359578,0.000093558694,0.00065339624,0.00009082869,0.00091459486,0.00088755885,0.000080937396,0.00025314197,0.9967624],"genre_scores_gemma":[0.0041021816,0.000019268917,0.00005550543,0.00006129633,0.0010131242,0.0000024408923,0.00035826777,0.00003855451,0.99434936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973438,0.0006131011,0.00030844597,0.0006052675,0.00071753305,0.00041186984],"domain_scores_gemma":[0.99718475,0.00013253064,0.00045377735,0.0006166704,0.0014596779,0.00015259154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008214877,0.00030284162,0.00042804566,0.00026223384,0.0010888131,0.00019346285,0.0006465922,0.000586308,0.000016793787],"category_scores_gemma":[0.00019101803,0.00040757813,0.00021259852,0.00007635382,0.0005838064,0.00026399668,0.0002604706,0.0005310854,0.000012695143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011652297,0.000012510111,0.000015958703,0.00013124183,0.000052750467,0.000119683005,0.0013234033,0.0000029855964,0.0000045330034,0.77778846,0.22029896,0.00023787474],"study_design_scores_gemma":[0.00025103596,0.000017533808,0.00003489395,0.000093696486,0.00008932547,0.000001943301,0.0023254694,0.0000147753,0.000021616534,0.000098943325,0.9966528,0.00039801342],"about_ca_topic_score_codex":0.0044521345,"about_ca_topic_score_gemma":0.00041610663,"teacher_disagreement_score":0.7776895,"about_ca_system_score_codex":0.0023838505,"about_ca_system_score_gemma":0.0034859355,"threshold_uncertainty_score":0.99983764},"labels":[],"label_agreement":null},{"id":"W4210691146","doi":"10.5206/tba.v1i1.7967","title":"Floral Borders: Physical and Semiotic Uprooting in Taryn Simon’s Paperwork and the Will of Capital (2015)","year":2020,"lang":"en","type":"article","venue":"tba Journal of Art Media and Visual Culture","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Articulation (sociology); Politics; Globalization; Capitalism; Capital (architecture); Anthropocentrism; Sociology; Political economy; Law; Political science; Art; Visual arts","score_opus":0.011981063973862015,"score_gpt":0.3283940052795659,"score_spread":0.3164129413057039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210691146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98897713,0.0012049244,0.00001845981,0.009297527,0.00013098025,0.0001967539,0.0000015879258,0.0000056036993,0.00016704311],"genre_scores_gemma":[0.9985745,0.00010748384,0.000051095325,0.00019726931,0.0010357546,0.0000012538661,0.0000016634419,0.000006183984,0.0000247913],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986383,0.00032446717,0.000368764,0.00012526427,0.00036251164,0.00018074826],"domain_scores_gemma":[0.999077,0.00025263045,0.00025249203,0.000036569665,0.0002575915,0.00012368594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011522496,0.000111339694,0.00035022813,0.00003977145,0.00020181132,0.00006478075,0.0000991383,0.000073342286,0.000009806252],"category_scores_gemma":[0.0013426241,0.00006736884,0.000047147078,0.0002598018,0.00056188006,0.00038739367,0.00004754158,0.0003596898,3.3864188e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026955822,0.00010382716,0.10112785,0.00021838504,0.000057574347,0.000022305034,0.8827075,0.000027669783,0.0003401693,0.01203428,0.0020261821,0.0010647093],"study_design_scores_gemma":[0.0076821786,0.0014521647,0.08988774,0.0005436451,0.00020323273,0.000047328296,0.8616598,0.003519581,0.00011564619,0.019485645,0.014783197,0.0006198108],"about_ca_topic_score_codex":0.00015595644,"about_ca_topic_score_gemma":0.0005502109,"teacher_disagreement_score":0.021047663,"about_ca_system_score_codex":0.00002931202,"about_ca_system_score_gemma":0.000106744534,"threshold_uncertainty_score":0.27472216},"labels":[],"label_agreement":null},{"id":"W4220678188","doi":"10.26685/urncst.354","title":"Scinapse 2021-2022 Undergraduate Science Case Competition: Surviving the Climate Crisis","year":2022,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Competition (biology); Climate change; Psychological resilience; Resilience (materials science); Key (lock); Political science; Global warming; Greenhouse gas; Public relations; Psychology; Engineering ethics; Computer science; Engineering; Social psychology; Ecology","score_opus":0.051512197872957494,"score_gpt":0.44156343946229365,"score_spread":0.39005124158933613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220678188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7136043,0.00092889013,0.00001580475,0.28236422,0.0010231644,0.00053633325,0.000004748637,0.00004853345,0.0014740472],"genre_scores_gemma":[0.9968965,0.0022224425,0.00007906701,0.00022216953,0.00028717436,0.000039714207,0.0000011123849,0.000011088023,0.00024073919],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9896782,0.0025968822,0.0010401157,0.0010273439,0.0036993225,0.0019581222],"domain_scores_gemma":[0.9939888,0.0017708769,0.00037041373,0.0005120581,0.0029345711,0.00042326225],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09305106,0.00022169782,0.00039822856,0.0022791307,0.026826896,0.0012722756,0.0020383222,0.00015120576,0.00007751825],"category_scores_gemma":[0.008666348,0.00015880977,0.00008243188,0.01672744,0.02233676,0.0012704182,0.0025374189,0.004961513,0.0000082508595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006253637,0.0002968012,0.08679576,0.000032503376,0.000024127188,0.0014146136,0.0013253776,0.000021741653,0.0002009181,0.8779592,0.0011260646,0.03074035],"study_design_scores_gemma":[0.0013463737,0.000938369,0.012358352,0.000089369816,0.00002136496,0.0051223235,0.13345006,0.0037407293,0.00002691979,0.8302609,0.012120271,0.00052501494],"about_ca_topic_score_codex":0.0026783189,"about_ca_topic_score_gemma":0.008210474,"teacher_disagreement_score":0.28329223,"about_ca_system_score_codex":0.0016991276,"about_ca_system_score_gemma":0.003525852,"threshold_uncertainty_score":0.9997645},"labels":[],"label_agreement":null},{"id":"W4220997504","doi":"10.1007/s12144-022-03006-0","title":"Correction to: Wisdom: Meaning, structure, types, arguments, and future concerns","year":2022,"lang":"en","type":"article","venue":"Current Psychology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Meaning (existential); Epistemology; Philosophy; Psychotherapist","score_opus":0.032369492668677,"score_gpt":0.3993809444089676,"score_spread":0.3670114517402906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220997504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74065995,0.0033359753,0.00073378405,0.012035994,0.16112922,0.0025377788,0.0001333161,0.00040741745,0.07902659],"genre_scores_gemma":[0.99560374,0.00004128348,0.00003610845,0.0005571211,0.0024242436,0.00006667406,0.00006265255,0.000014856813,0.0011933001],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981165,0.0005629719,0.00025722166,0.00041581935,0.00032264716,0.000324859],"domain_scores_gemma":[0.99931526,0.00005011922,0.00014305873,0.00023706976,0.00016684199,0.00008762349],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071993156,0.0001246193,0.00016708854,0.00016013936,0.0009875912,0.00004357267,0.0002595217,0.00005629953,0.0013686251],"category_scores_gemma":[0.00014922307,0.00013424503,0.00003122348,0.0005867957,0.00017722689,0.000099544624,0.00010376501,0.00039846695,0.000012438134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089070265,0.00019454604,0.0850609,0.000043211698,0.000045989957,0.000004299877,0.055722177,0.00006854717,0.000084830484,0.27580371,0.48568878,0.09719396],"study_design_scores_gemma":[0.00030935477,0.000109672124,0.01371146,0.000004213561,0.000009117431,0.0000071928953,0.0059407577,0.000018472478,0.0000021109402,0.0066691632,0.97307116,0.0001473448],"about_ca_topic_score_codex":0.00049749593,"about_ca_topic_score_gemma":0.0009795363,"teacher_disagreement_score":0.48738238,"about_ca_system_score_codex":0.00031661167,"about_ca_system_score_gemma":0.00012308407,"threshold_uncertainty_score":0.99954426},"labels":[],"label_agreement":null},{"id":"W4229641444","doi":"10.5204/mcj.2618","title":"Editorial","year":2007,"lang":"en","type":"editorial","venue":"M/C Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Theme (computing); Order (exchange); Darwinism; Epistemology; Climate change; Environmental ethics; Sociology; Positive economics; Computer science; Psychology; Philosophy; Ecology; Economics; Biology","score_opus":0.011107518138282037,"score_gpt":0.3649378819472315,"score_spread":0.35383036380894944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229641444","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009981045,0.00012938048,0.00030315053,0.00032694632,0.957375,0.00033936914,0.000023155566,0.00010446082,0.04129876],"genre_scores_gemma":[0.00069472176,0.0000663932,0.000084013474,0.000025205558,0.9882534,0.000008252683,0.000058815378,0.00006477044,0.010744402],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907804,0.0009041005,0.0011143315,0.0004045512,0.0057613677,0.0010352081],"domain_scores_gemma":[0.99092335,0.0012367036,0.0010142083,0.00036815729,0.00613528,0.00032228304],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.018638708,0.0003635034,0.00056044763,0.0005485624,0.0024168512,0.0009987506,0.0011499017,0.0020132277,0.00057462376],"category_scores_gemma":[0.016539138,0.00035176612,0.0003040059,0.0006717312,0.00042440984,0.0004869905,0.00009596521,0.0045960327,0.00012589466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004869152,0.00005021608,0.00006563686,0.0000443897,0.00004791323,0.000029730007,0.0067820055,0.0000030772892,9.658929e-7,0.0017056421,0.9904927,0.00072905916],"study_design_scores_gemma":[0.00045805072,0.000086994405,0.000016294267,0.00007341716,0.0000340091,0.000003561454,0.0037756166,5.9247816e-7,6.782091e-7,0.004769764,0.9904144,0.00036662014],"about_ca_topic_score_codex":0.0043420913,"about_ca_topic_score_gemma":0.0023781452,"teacher_disagreement_score":0.030878458,"about_ca_system_score_codex":0.0027569248,"about_ca_system_score_gemma":0.006849137,"threshold_uncertainty_score":0.9998934},"labels":[],"label_agreement":null},{"id":"W4231310811","doi":"10.3410/f.1128815.588969","title":"Faculty Opinions recommendation of Maximum entropy and the state-variable approach to macroecology.","year":2008,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Macroecology; Principle of maximum entropy; Statistical physics; Statistics; Geography; Mathematics; Physics; Ecology; Biology; Biogeography","score_opus":0.025590589261287537,"score_gpt":0.35793042925316587,"score_spread":0.3323398399918783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231310811","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012544729,0.00048870523,0.00017846788,0.21466163,0.00090555707,0.0036449542,0.77959746,0.000036835936,0.00048512008],"genre_scores_gemma":[0.000025308185,0.00035042444,0.0010879126,0.0047621606,0.00042794456,0.0006626544,0.99010944,0.000023894236,0.0025502322],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925428,0.0023753403,0.0019330251,0.0007735445,0.0018184651,0.0005568212],"domain_scores_gemma":[0.98640406,0.00043594156,0.0017327558,0.0013999763,0.009739066,0.00028821794],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0067056664,0.00048643525,0.0011202332,0.00041357617,0.0011550754,0.00024185625,0.0021063006,0.00064557104,0.00023018983],"category_scores_gemma":[0.020432387,0.00028889131,0.00036735836,0.0036286581,0.0017635754,0.00038947095,0.00065918575,0.0010862114,0.000020430305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026692771,0.0003056137,0.000014469821,0.003772418,0.00011073562,1.0042125e-7,0.0028903193,7.025196e-7,1.3772976e-7,0.014773369,0.97762364,0.00048181278],"study_design_scores_gemma":[0.00084793806,0.00006273429,0.0006091336,0.0014090267,0.000090474176,0.00001678094,0.00054201303,0.000010634592,6.0413976e-7,0.0006661104,0.9954632,0.00028132802],"about_ca_topic_score_codex":0.0019222279,"about_ca_topic_score_gemma":0.00008012166,"teacher_disagreement_score":0.210512,"about_ca_system_score_codex":0.00035659873,"about_ca_system_score_gemma":0.0014378446,"threshold_uncertainty_score":0.9999563},"labels":[],"label_agreement":null},{"id":"W4235580704","doi":"10.1002/9781118430873.est0567","title":"Art and Aesthetics","year":2017,"lang":"en","type":"other","venue":"The Wiley-Blackwell Encyclopedia of Social Theory","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Aesthetics; Functionalism (philosophy of mind); Materialism; Sculpture; Value (mathematics); Painting; Art; Aesthetic value; Poetry; Dialectic; Philosophy; Visual arts; Literature; Epistemology; Computer science","score_opus":0.011404272735197151,"score_gpt":0.29729108951337235,"score_spread":0.2858868167781752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235580704","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037046356,0.0028164133,0.00007468513,0.0007879627,0.001276484,0.0011896723,0.00006849472,0.00019080885,0.99322504],"genre_scores_gemma":[0.010829209,0.00663915,0.000041220395,0.00012173045,0.003363956,0.00005341517,0.00003843263,0.00033195034,0.97858095],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630433,0.0014527579,0.00047509116,0.0004422817,0.0007626938,0.0005628648],"domain_scores_gemma":[0.9973425,0.00035824857,0.001159862,0.00080366665,0.00025791538,0.00007778983],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0046437234,0.00041019527,0.000680095,0.00021147168,0.0014148304,0.00010941587,0.0012295091,0.0006411254,0.0014757438],"category_scores_gemma":[0.0009234528,0.0003379927,0.00019099301,0.00022480756,0.0047235615,0.00011566539,0.00023896394,0.0004913711,0.00015214436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021617037,0.00004482721,0.00013814896,0.00017752727,0.00006438483,0.0000029669338,0.021899465,2.2598509e-7,5.901866e-7,0.47723415,0.4916538,0.00876232],"study_design_scores_gemma":[0.00020923524,0.000024849503,0.00010257776,0.00018114164,0.00008248335,9.247986e-7,0.004735823,6.217291e-7,9.157057e-7,0.097944915,0.89638525,0.00033125872],"about_ca_topic_score_codex":0.0018587089,"about_ca_topic_score_gemma":0.0014357257,"teacher_disagreement_score":0.40473145,"about_ca_system_score_codex":0.0001483267,"about_ca_system_score_gemma":0.0005662803,"threshold_uncertainty_score":0.9999072},"labels":[],"label_agreement":null},{"id":"W4237178213","doi":"10.5070/g314241598","title":"Review: Sustainabilty","year":2019,"lang":"en","type":"article","venue":"Electronic Green Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Philosophy","score_opus":0.007457304632326767,"score_gpt":0.3150371592759525,"score_spread":0.30757985464362575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237178213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6502017,0.082470044,0.0012226342,0.08721258,0.0030324552,0.0050125527,0.0000031586753,0.000411005,0.1704339],"genre_scores_gemma":[0.97028,0.0019896377,0.000021858654,0.0013514676,0.0011923924,0.00001478063,0.0000039603524,0.000026019221,0.025119878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645424,0.0008322237,0.00055685785,0.00025973,0.0007247917,0.0011721757],"domain_scores_gemma":[0.99791604,0.00008941984,0.00035795424,0.00034862515,0.0011338503,0.00015409147],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006835872,0.00017061755,0.00031596693,0.00016342201,0.0008654969,0.00013174616,0.00062642316,0.00009983416,0.0018402962],"category_scores_gemma":[0.0007013611,0.00015462031,0.0001715416,0.00080084644,0.00013224236,0.00052078004,0.000050148854,0.00090747717,0.00018878438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050396666,0.00017442279,0.113307066,0.0013381315,0.0001641659,0.00003707436,0.012488876,0.00003011703,0.000063138104,0.73509413,0.11122809,0.02602438],"study_design_scores_gemma":[0.00038397007,0.00018890652,0.0027407806,0.00019988717,0.000023201772,0.00007678883,0.0038094227,0.000016309627,0.000004673034,0.04333726,0.9489681,0.00025070348],"about_ca_topic_score_codex":0.0017532886,"about_ca_topic_score_gemma":0.0013946007,"teacher_disagreement_score":0.83774,"about_ca_system_score_codex":0.0023501297,"about_ca_system_score_gemma":0.0031605747,"threshold_uncertainty_score":0.99907213},"labels":[],"label_agreement":null},{"id":"W4240938110","doi":"10.1111/1540-5885.1810015","title":"Individual differences, environmental scanning, innovation framing, and champion behavior: key predictors of project performance","year":2001,"lang":"en","type":"article","venue":"Journal of Product Innovation Management","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Champion; Framing (construction); Product innovation; New product development; Marketing; Business; Psychology; Engineering; Political science","score_opus":0.03125252480122317,"score_gpt":0.3053483234415537,"score_spread":0.27409579864033057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240938110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957411,0.00009142064,0.00036145587,0.00048699894,0.00065300526,0.001127299,0.000006595777,0.000025573745,0.001506542],"genre_scores_gemma":[0.99772,0.00017211484,0.00066579704,0.0000558367,0.0006271462,0.000034867182,0.00005057984,0.0000118829585,0.0006617478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99649006,0.00019786005,0.0014589424,0.0002719838,0.0012979036,0.00028327588],"domain_scores_gemma":[0.99698573,0.000027311458,0.0018660687,0.00020008674,0.0008944959,0.000026302385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048290184,0.00018840357,0.0002851679,0.0014357844,0.00039818723,0.00010295072,0.0003198105,0.000081608545,0.000047675043],"category_scores_gemma":[0.00027209986,0.00016296445,0.00003291798,0.0031555647,0.00026569926,0.0009410137,0.0001139917,0.00028215564,8.3428637e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005231985,0.00035708593,0.92462116,0.00019989551,0.000107588785,0.0000061946585,0.011948886,0.000020535981,0.0008496799,0.021541826,0.0007638709,0.03953092],"study_design_scores_gemma":[0.00056740636,0.0003394383,0.95936793,0.00012012162,0.00007346208,0.000015163293,0.009292005,0.000027236056,0.0003728548,0.00045021356,0.029163558,0.00021060013],"about_ca_topic_score_codex":0.00010860129,"about_ca_topic_score_gemma":0.000021041735,"teacher_disagreement_score":0.03932032,"about_ca_system_score_codex":0.00036465848,"about_ca_system_score_gemma":0.0001594103,"threshold_uncertainty_score":0.66454977},"labels":[],"label_agreement":null},{"id":"W4242680076","doi":"10.1002/9781118978061.ead065","title":"Desiring Lines: The Pedagogical Responsibility of Art &amp; Design at the End of the World","year":2019,"lang":"en","type":"other","venue":"The International Encyclopedia of Art and Design Education","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Capitalism; Humanism; Anthropocene; Aesthetics; Absurdity; Anthropocentrism; Sociology; Framing (construction); The Imaginary; Reflexivity; Art design; Argument (complex analysis); Art; Environmental ethics; Epistemology; Political science; Philosophy; History; Law; Visual arts; Social science; Psychology; Psychoanalysis","score_opus":0.06603244507512394,"score_gpt":0.37291609992498836,"score_spread":0.3068836548498644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242680076","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017919548,0.0008123684,0.0042021046,0.018260391,0.004180904,0.0043522934,0.000039285987,0.0000417606,0.9501913],"genre_scores_gemma":[0.11233572,0.00017544652,0.0004427267,0.00013000262,0.0008708116,0.000089220215,0.000018589844,0.000046921265,0.88589054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964489,0.0015152227,0.0006551526,0.00028058756,0.00092189066,0.00017827048],"domain_scores_gemma":[0.9947892,0.0027703238,0.0010332541,0.00072930474,0.00064970064,0.000028245258],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0055430545,0.00019714855,0.00027160565,0.0001755181,0.00032100733,0.00004020962,0.0010759773,0.0001285634,0.0009672807],"category_scores_gemma":[0.0023464935,0.00009688148,0.00012843912,0.0004237,0.0012450032,0.00009236995,0.00017902261,0.00024851534,0.000029954563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003820976,0.00040491056,0.01265049,0.00023286213,0.00021497259,1.271424e-7,0.04248681,0.00057524425,0.00027640088,0.12834512,0.8121394,0.0022915613],"study_design_scores_gemma":[0.0001445703,0.000029871919,0.006742912,0.00018757612,0.000062926236,0.0000017864568,0.0052697365,0.00005022083,0.00014038841,0.009664401,0.9775559,0.00014974277],"about_ca_topic_score_codex":0.0020314846,"about_ca_topic_score_gemma":0.0066318572,"teacher_disagreement_score":0.16541646,"about_ca_system_score_codex":0.00022652988,"about_ca_system_score_gemma":0.0017632794,"threshold_uncertainty_score":0.999946},"labels":[],"label_agreement":null},{"id":"W4243899889","doi":"10.7202/1075551ar","title":"Introduction","year":2020,"lang":"fr","type":"article","venue":"Cahiers Société","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Université du Québec à Montréal","keywords":"Computer science","score_opus":0.022556765413991414,"score_gpt":0.3145351239367446,"score_spread":0.29197835852275317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243899889","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12235852,0.0041509503,0.002882163,0.72190315,0.019563114,0.0011847034,0.000025144853,0.0003842801,0.12754795],"genre_scores_gemma":[0.8793427,0.00007772431,0.00024777176,0.003824549,0.031826362,0.000030743075,0.000036251946,0.00004483696,0.08456911],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968905,0.0008004054,0.00052756385,0.0005885122,0.0005664909,0.000626564],"domain_scores_gemma":[0.99844325,0.00013331018,0.0002656698,0.00029339863,0.00059497234,0.00026938645],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013912411,0.00024402363,0.00035022967,0.000060460043,0.0011626778,0.00013638269,0.00036642601,0.00045300164,0.0033900063],"category_scores_gemma":[0.002170242,0.0002925645,0.00019152305,0.0016145242,0.002179078,0.0006061165,0.000052482876,0.0007078226,0.00073755445],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014855471,0.000051225816,0.000443701,0.00025274206,0.00005907631,0.0000055955697,0.13062319,0.00007850551,0.00007273211,0.57307595,0.27996933,0.015353102],"study_design_scores_gemma":[0.0002924675,0.00008535757,0.0002458929,0.00000983625,0.000046980633,0.0000017521049,0.1007461,0.00025480476,0.00006089086,0.011376261,0.8865929,0.00028670594],"about_ca_topic_score_codex":0.00086630054,"about_ca_topic_score_gemma":0.00007165605,"teacher_disagreement_score":0.7569841,"about_ca_system_score_codex":0.001550928,"about_ca_system_score_gemma":0.00050213496,"threshold_uncertainty_score":0.9999527},"labels":[],"label_agreement":null},{"id":"W4246543029","doi":"10.1108/978-1-78635-671-020181020","title":"Index","year":2018,"lang":"en","type":"paratext","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Sociology; Autism; Psychology; Art; Literature; Developmental psychology","score_opus":0.02434025124419766,"score_gpt":0.3715257336916957,"score_spread":0.3471854824474981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246543029","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00093180453,0.00010914209,0.0010149652,0.0010907478,0.007964721,0.0008065999,0.00001428828,0.000121728284,0.987946],"genre_scores_gemma":[0.18796968,0.000015168621,0.000040562652,0.00027575984,0.00675335,0.000042889453,0.00008838293,0.0000306497,0.8047835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721676,0.00049121625,0.0004860571,0.0004697847,0.0007862107,0.0005499942],"domain_scores_gemma":[0.9976304,0.000113489084,0.00027999727,0.0005115212,0.0013700095,0.000094550735],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002078529,0.0002478591,0.00036588748,0.0002710742,0.0009279588,0.00025745074,0.00070350047,0.0006428053,0.057874735],"category_scores_gemma":[0.0005539308,0.00022898163,0.00011046145,0.0007240608,0.00069779996,0.00019408882,0.000113837064,0.00035629584,0.021127664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028770996,0.000022767901,0.000536827,0.000083680156,0.000020553092,7.690037e-7,0.0060352515,0.0000021832577,3.2469674e-7,0.055539675,0.93745446,0.00030064152],"study_design_scores_gemma":[0.00008442349,0.000022774839,0.00023147244,0.000026050177,0.0000055326923,2.9196866e-7,0.005290348,0.000008428904,0.0000026093282,0.0029928512,0.99104726,0.00028796666],"about_ca_topic_score_codex":0.04126086,"about_ca_topic_score_gemma":0.016048308,"teacher_disagreement_score":0.18703789,"about_ca_system_score_codex":0.00075472734,"about_ca_system_score_gemma":0.0017225281,"threshold_uncertainty_score":0.9796345},"labels":[],"label_agreement":null},{"id":"W4253183121","doi":"10.1108/978-1-78635-288-020161025","title":"Epilogue: What Does It Mean?","year":2016,"lang":"en","type":"other","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.01780626406912698,"score_gpt":0.3483013908184456,"score_spread":0.3304951267493186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253183121","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017342609,0.00023824771,0.00023317839,0.0067514284,0.0033468073,0.00089095224,0.000012064367,0.0005406584,0.98796934],"genre_scores_gemma":[0.0032821228,0.00018476919,0.000079076264,0.00039118194,0.0037018848,0.000054646363,0.000021108086,0.00022042362,0.9920648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974988,0.0004680691,0.000366089,0.00048475122,0.00068800035,0.0004943056],"domain_scores_gemma":[0.9985197,0.00015854702,0.00029984617,0.00058482966,0.00034734613,0.000089732865],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017329977,0.00026808382,0.0003647231,0.00031167665,0.00032627478,0.00033361177,0.0006076593,0.00044644528,0.14707476],"category_scores_gemma":[0.00042306175,0.00016051995,0.00010889425,0.00026776057,0.00050518796,0.00037949433,0.00008856037,0.00013830874,0.003042336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001797359,0.000021078109,0.0001184683,0.00006901838,0.000030524276,0.000002090378,0.005908655,2.2998071e-8,6.4958977e-7,0.21695279,0.7748299,0.00206499],"study_design_scores_gemma":[0.00011861742,0.000010270118,0.000010216501,0.00015664099,0.000008988006,1.7190531e-7,0.02623867,2.6273395e-7,0.0000021491555,0.009728552,0.96344066,0.00028482592],"about_ca_topic_score_codex":0.015781794,"about_ca_topic_score_gemma":0.17272818,"teacher_disagreement_score":0.20722423,"about_ca_system_score_codex":0.00040290086,"about_ca_system_score_gemma":0.00043951662,"threshold_uncertainty_score":0.9977339},"labels":[],"label_agreement":null},{"id":"W4256322321","doi":"10.1108/978-1-78973-981-720201032","title":"Index","year":2020,"lang":"en","type":"paratext","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.028632948465386002,"score_gpt":0.35949204115865513,"score_spread":0.33085909269326913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256322321","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016876744,0.00015514696,0.0013213946,0.006362442,0.004549523,0.0008543319,0.000018396466,0.00015438079,0.9864156],"genre_scores_gemma":[0.25114492,0.000023083181,0.000035823832,0.00077645713,0.004159385,0.00004434097,0.0001293734,0.000032570842,0.743654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973219,0.00047805632,0.0004836656,0.0004803586,0.00078424986,0.00045174418],"domain_scores_gemma":[0.9985042,0.000118658325,0.0002469425,0.00033895293,0.0006606939,0.00013055126],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010203979,0.0002443228,0.00041180625,0.0001706814,0.0006490915,0.00024387987,0.00065558,0.00050383457,0.027209086],"category_scores_gemma":[0.0006632086,0.00023483309,0.00012505715,0.0008818649,0.00030581068,0.00016410185,0.00012007395,0.0005292457,0.013478266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003298671,0.000016466722,0.00041015176,0.00014062347,0.000023054601,0.0000024353808,0.008254754,0.00001167519,5.587799e-7,0.093097076,0.89763474,0.0004051317],"study_design_scores_gemma":[0.00008728946,0.000016729073,0.00014464608,0.000017668077,0.0000060912434,1.9996286e-7,0.00769683,0.000020508589,0.000001850286,0.0017936958,0.9899362,0.00027834668],"about_ca_topic_score_codex":0.027268054,"about_ca_topic_score_gemma":0.0056709275,"teacher_disagreement_score":0.25097615,"about_ca_system_score_codex":0.0006045265,"about_ca_system_score_gemma":0.0018154117,"threshold_uncertainty_score":0.98728985},"labels":[],"label_agreement":null},{"id":"W4283385312","doi":"10.4000/ere.8543","title":"L’éducation relative à l’environnement et au changement climatique : l’appui d’ententes internationales pour son institutionnalisation","year":2022,"lang":"fr","type":"article","venue":"Éducation relative à l environnement","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.07043668890233072,"score_gpt":0.3492974295555417,"score_spread":0.278860740653211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283385312","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26194775,0.002998999,0.06687288,0.49704683,0.015729839,0.007712208,0.000512199,0.00024923586,0.14693005],"genre_scores_gemma":[0.9291423,0.0004265248,0.0014658916,0.0011979665,0.0012746325,0.003161211,0.002663531,0.00008488675,0.060583036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98808956,0.005188596,0.001953284,0.0013682537,0.0023972606,0.0010030712],"domain_scores_gemma":[0.9953591,0.0006946146,0.0021645757,0.00079179014,0.00073598215,0.0002539139],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007938599,0.00075079856,0.00056060107,0.0008034861,0.004223438,0.00018571403,0.0007540329,0.00025836262,0.0077397777],"category_scores_gemma":[0.0011471484,0.0009081903,0.00034006848,0.0013636799,0.0010580011,0.0023376246,0.00061017484,0.001104827,0.00059028924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002619832,0.0023970818,0.011129585,0.00017509055,0.00034955394,0.0000029820828,0.112462625,0.0054291184,0.00007386403,0.8592763,0.006851196,0.0018264028],"study_design_scores_gemma":[0.0014920417,0.0004632812,0.043630768,0.0002478386,0.0002616476,0.000008848086,0.120591305,0.0031852075,0.000067512396,0.050481707,0.77861756,0.00095225696],"about_ca_topic_score_codex":0.009498936,"about_ca_topic_score_gemma":0.005650479,"teacher_disagreement_score":0.8087946,"about_ca_system_score_codex":0.033196494,"about_ca_system_score_gemma":0.0025992503,"threshold_uncertainty_score":0.9993369},"labels":[],"label_agreement":null},{"id":"W4285123483","doi":"10.5840/envirophil2022531115","title":"The Lesser Number: On Action and Geoengineering","year":2022,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Action (physics); Epistemology; Value (mathematics); Process (computing); Environmental ethics; Geoengineering; Political science; Sociology; Management science; Economics; Computer science; Philosophy; Climate change; Ecology","score_opus":0.018001499837296535,"score_gpt":0.28056822313257807,"score_spread":0.2625667232952815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285123483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965241,0.000070669616,0.000014764889,0.0048839096,0.0005399145,0.00036333763,0.000008253989,0.000054210395,0.028823905],"genre_scores_gemma":[0.9983597,0.000021171063,0.0000065388062,0.00014844816,0.0004091921,0.0000733912,0.000009453071,0.000013816164,0.00095830456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998913,0.000179604,0.00013259717,0.00017807764,0.0004120755,0.00018465443],"domain_scores_gemma":[0.9996643,0.000080937534,0.000056558813,0.0001586744,0.000003411822,0.00003614051],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000615135,0.00008397515,0.000064018284,0.000028218261,0.0024149467,0.00004634082,0.0001458095,0.000023348262,0.00024417433],"category_scores_gemma":[0.00002525922,0.00007716458,0.000029412877,0.00010391557,0.00019279982,0.00012317004,0.00010650307,0.00020063345,0.000029470566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007566203,0.00029128915,0.05080107,0.00003421981,0.000054310167,0.000010489936,0.018534344,0.002781457,0.0006643383,0.9162978,0.001353888,0.0091011375],"study_design_scores_gemma":[0.00064614386,0.00020316792,0.076855846,0.000008540812,0.000016404325,0.00001094889,0.0375801,0.00035286057,0.00012688666,0.14558539,0.7380801,0.00053360953],"about_ca_topic_score_codex":0.00021556589,"about_ca_topic_score_gemma":0.000024350373,"teacher_disagreement_score":0.77071244,"about_ca_system_score_codex":0.00054227293,"about_ca_system_score_gemma":0.000013043075,"threshold_uncertainty_score":0.9988838},"labels":[],"label_agreement":null},{"id":"W4287603144","doi":"10.5281/zenodo.4263043","title":"Ver USS Christmas (2020) Online Pelicula Español Completa HD cpc","year":2020,"lang":"es","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.05337165019187319,"score_gpt":0.31211882725438933,"score_spread":0.25874717706251615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287603144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47275785,0.00093607337,0.005564027,0.10368919,0.0018000279,0.0072886306,0.0036173153,0.005807605,0.3985393],"genre_scores_gemma":[0.9892913,0.00015112464,0.00012602031,0.0010073412,0.0022693914,1.06105546e-7,0.0036732038,0.0016754711,0.0018060597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938578,0.0017009937,0.00090807467,0.0010781814,0.0015036097,0.00095135235],"domain_scores_gemma":[0.9951285,0.000088218425,0.00045352336,0.0008103064,0.0029820362,0.00053740747],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022096736,0.00040731943,0.0005112864,0.00025159598,0.0059870128,0.0024347547,0.0024333643,0.00021364405,0.021313757],"category_scores_gemma":[0.004622967,0.00045028725,0.00017984142,0.002715442,0.00089781557,0.0006248212,0.0021164385,0.0008094278,0.012150038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002918566,0.0011245558,0.00034013082,0.0013617545,0.0002935594,0.0001327329,0.05842377,0.00041741197,0.0016414652,0.16718839,0.732167,0.03661738],"study_design_scores_gemma":[0.0008791762,0.00040308756,0.0038845118,0.00006452484,0.00004439016,0.00002428933,0.009044067,0.0020805344,0.000030530104,0.00037011536,0.98269427,0.00048048884],"about_ca_topic_score_codex":0.00066062197,"about_ca_topic_score_gemma":0.000012003548,"teacher_disagreement_score":0.51653343,"about_ca_system_score_codex":0.00066500035,"about_ca_system_score_gemma":0.000052360105,"threshold_uncertainty_score":0.9997949},"labels":[],"label_agreement":null},{"id":"W4287625979","doi":"10.5281/zenodo.4165528","title":"[DVD4K!]. SuperHD. FULL. Watch. Full. Online. Movie. Monster Hunter (2020) ltc","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monster; Art; Art history","score_opus":0.04537578412818792,"score_gpt":0.2931407028027134,"score_spread":0.2477649186745255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287625979","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36527443,0.00023153909,0.0064553595,0.093561426,0.0008530224,0.0035812843,0.000558524,0.004543474,0.5249409],"genre_scores_gemma":[0.9912908,0.000052306434,0.00024141994,0.0012409745,0.0015133155,1.8842755e-7,0.0011507364,0.0010979476,0.0034123024],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957791,0.001211079,0.0005844024,0.00072078366,0.0009645515,0.0007400793],"domain_scores_gemma":[0.99700105,0.00005349983,0.0001740391,0.0005476811,0.001833878,0.0003898247],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016573973,0.00024759676,0.00028541696,0.00015653411,0.0038912687,0.0012393481,0.0016126082,0.00014867907,0.017316982],"category_scores_gemma":[0.0027678858,0.00026214265,0.0001159933,0.0014467731,0.00050359516,0.0006782188,0.0011254366,0.00051568344,0.00632781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023549718,0.0004023637,0.00028517022,0.00031424485,0.00010439084,0.00005876969,0.06379813,0.00009997096,0.0036286835,0.038055964,0.859291,0.033725798],"study_design_scores_gemma":[0.00045053882,0.00024845946,0.00062398415,0.000021873382,0.000014582028,0.000018518813,0.012548478,0.0003111484,0.000040574367,0.00030390563,0.9851183,0.00029959079],"about_ca_topic_score_codex":0.00032990277,"about_ca_topic_score_gemma":0.000032846794,"teacher_disagreement_score":0.6260164,"about_ca_system_score_codex":0.0004235798,"about_ca_system_score_gemma":0.0000343413,"threshold_uncertainty_score":0.9999831},"labels":[],"label_agreement":null},{"id":"W4287676119","doi":"","title":"Innovating through consciousness, a responsible uses approach (RU)","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Consciousness; Computer science; Cognitive science; Psychology; Epistemology; Philosophy","score_opus":0.03918588489927696,"score_gpt":0.30362211077482,"score_spread":0.26443622587554305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287676119","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1173243,0.0010283641,0.21830517,0.07168712,0.0010835344,0.0032801297,0.00012240691,0.0015832174,0.5855858],"genre_scores_gemma":[0.90215623,0.00010864127,0.08675189,0.00041116675,0.0002317696,0.00027311026,0.0006051466,0.000097436845,0.00936462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97737026,0.01788068,0.0012799691,0.0014306029,0.0012602082,0.00077829167],"domain_scores_gemma":[0.98503685,0.0026192425,0.0012952969,0.0024028611,0.008450755,0.00019500584],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.020302081,0.0005249862,0.0007507896,0.0003354219,0.0020940176,0.0012099989,0.002365886,0.0006077219,0.00016287353],"category_scores_gemma":[0.020824553,0.0005991561,0.00025800086,0.0024248457,0.0012959958,0.00047079957,0.002091191,0.0014362809,0.000042801854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016866943,0.00033153084,0.005803286,0.00049340667,0.0000748056,0.0000049944783,0.13636285,0.00005766845,0.00021403153,0.8499391,0.0032508655,0.0034505893],"study_design_scores_gemma":[0.0025660524,0.000003164732,0.009154034,0.005200804,0.00024041088,0.000021749605,0.0454781,0.019583661,0.00783997,0.4918254,0.41382372,0.004262898],"about_ca_topic_score_codex":0.029395035,"about_ca_topic_score_gemma":0.010178689,"teacher_disagreement_score":0.78483194,"about_ca_system_score_codex":0.00068660727,"about_ca_system_score_gemma":0.003834838,"threshold_uncertainty_score":0.99982685},"labels":[],"label_agreement":null},{"id":"W4288853682","doi":"10.5383/ijtee.15.02.009","title":"Holism, Collective Intelligence, Climate Change and Sustainable Cities","year":2019,"lang":"en","type":"article","venue":"International Journal of Thermal and Environmental Engineering","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Sloan School of Management, Massachusetts Institute of Technology; University of Cape Town; University of South Africa; University of Oxford; Massachusetts Institute of Technology","keywords":"Holism; Adaptation (eye); Crowdsourcing; Climate change; Vulnerability (computing); Sustainability; Argumentation theory; Collective intelligence; Business; Environmental resource management; Political science; Environmental ethics; Knowledge management; Computer science; Economics; Epistemology; Ecology; Computer security; Psychology; Law","score_opus":0.0112128664669473,"score_gpt":0.2433437847337598,"score_spread":0.2321309182668125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288853682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996632,0.0003476917,0.00017910697,0.0003142782,0.0004713701,0.00015483086,0.000005345237,0.000008802473,0.0018866177],"genre_scores_gemma":[0.9985885,0.00022202192,0.000070496,0.000046636116,0.00038136696,0.0000046417827,0.0000017034622,0.0000089304,0.0006756846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999178,0.00003367619,0.00021201973,0.000084154846,0.00029771822,0.00019441596],"domain_scores_gemma":[0.99968696,0.000053995667,0.000115241,0.000036354435,0.00005744328,0.000050011284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058125856,0.000082204,0.00011527809,0.00015594684,0.00010927783,0.0000818081,0.00014236638,0.00003856023,0.00009197914],"category_scores_gemma":[0.000039676823,0.00007695307,0.00003355422,0.000055868997,0.00008705059,0.0005287531,0.0001014751,0.000116468975,0.000002278856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041265084,0.00027659602,0.4930197,0.00035055485,0.0005612733,0.00023583854,0.18010843,0.01725021,0.006502083,0.27736765,0.000066946144,0.023848062],"study_design_scores_gemma":[0.0021652232,0.00069282553,0.64705575,0.00044794058,0.00007182174,0.00031069023,0.2855002,0.014310539,0.0014865629,0.0072508184,0.039573535,0.0011341117],"about_ca_topic_score_codex":0.00019749078,"about_ca_topic_score_gemma":0.000004994414,"teacher_disagreement_score":0.27011684,"about_ca_system_score_codex":0.00033384043,"about_ca_system_score_gemma":0.000022198756,"threshold_uncertainty_score":0.3138055},"labels":[],"label_agreement":null},{"id":"W4311063951","doi":"10.32920/ihtp.v2i3.1704","title":"Regenerative economics for planetary health: A scoping review","year":2022,"lang":"en","type":"review","venue":"International Health Trends and Perspectives","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Health economics; Ecological economics; Health care; Management science; Engineering ethics; Engineering; Economics; Ecology; Economic growth; Biology","score_opus":0.2276367117483716,"score_gpt":0.5178021270905382,"score_spread":0.29016541534216655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311063951","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.4343058e-7,0.9392897,0.000034263783,0.0517312,0.0010946592,0.0023137813,0.0006624944,0.00004635403,0.0048272964],"genre_scores_gemma":[0.00001851823,0.9930756,0.0002113299,0.0008950403,0.001381556,0.0008900032,0.0013099243,0.000034172754,0.0021838602],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964617,0.0010213208,0.0011147824,0.00068400014,0.00030132695,0.00041685926],"domain_scores_gemma":[0.99754024,0.00067363225,0.0012088978,0.00020544913,0.00022016637,0.00015160609],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032077925,0.00030504607,0.0013897718,0.00047935938,0.0014474828,0.00010305337,0.00038017958,0.000095283714,0.0006817861],"category_scores_gemma":[0.00038153917,0.00029838583,0.00028294307,0.0003536007,0.00017760703,0.00019341966,0.00008177795,0.0003416579,0.0000019610884],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005040966,0.00003976566,0.0000039392526,0.036070865,0.00009169167,5.3974605e-7,0.009226272,0.0000014828463,9.248844e-11,0.1218221,0.003201283,0.82953703],"study_design_scores_gemma":[0.00012603629,0.00013120381,0.000016244565,0.032825753,0.000025245812,0.000009199663,0.0025406375,0.0000078546855,7.412571e-10,0.0006173671,0.96347517,0.00022527657],"about_ca_topic_score_codex":0.0050070942,"about_ca_topic_score_gemma":0.00873816,"teacher_disagreement_score":0.9602739,"about_ca_system_score_codex":0.0030891828,"about_ca_system_score_gemma":0.0042629573,"threshold_uncertainty_score":0.99994683},"labels":[],"label_agreement":null},{"id":"W4312690870","doi":"10.2139/ssrn.4203758","title":"Regulating Uncertain States: A Risk-Based Policy Agenda for Quantum Technologies","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Business; Political science; Risk analysis (engineering)","score_opus":0.020464896737951856,"score_gpt":0.3416899485086772,"score_spread":0.3212250517707253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312690870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87469876,0.0023300883,0.072907105,0.04363028,0.0010591071,0.0027648918,0.00009206556,0.001056454,0.0014612541],"genre_scores_gemma":[0.99752164,0.000112174814,0.00021953024,0.00011372215,0.0004677477,0.0001779744,0.00002028177,0.000035709607,0.0013312084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99464846,0.0009050115,0.0005596492,0.00031536928,0.00071502227,0.002856491],"domain_scores_gemma":[0.9981375,0.00040365482,0.00068754546,0.0002730168,0.00045516208,0.000043134263],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013571535,0.00018610197,0.0002504494,0.00055252435,0.0053358963,0.00015089284,0.000737762,0.00008825431,0.000028056314],"category_scores_gemma":[0.0038448952,0.00018608205,0.00017763146,0.0014513065,0.00025301243,0.0002123263,0.00009307421,0.001919521,0.0000016770691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000765382,0.000076134165,0.0052716644,0.000026089629,0.0000735431,0.0000018507125,0.0070986454,0.007820752,0.000028438182,0.964236,0.0005470554,0.014743282],"study_design_scores_gemma":[0.0005993193,0.00040969808,0.000093568306,0.000007905003,0.000016433214,0.000015060135,0.21922305,0.0039960165,0.000015482075,0.74514276,0.030276915,0.00020379432],"about_ca_topic_score_codex":0.012983932,"about_ca_topic_score_gemma":0.011710216,"teacher_disagreement_score":0.21909325,"about_ca_system_score_codex":0.009873172,"about_ca_system_score_gemma":0.015046576,"threshold_uncertainty_score":0.99595904},"labels":[],"label_agreement":null},{"id":"W4312716340","doi":"10.1130/abs/2022am-380380","title":"AGE-DEPENDENT EXTINCTION AND THE NEUTRAL THEORY OF BIODIVERSITY","year":2022,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biodiversity; Extinction (optical mineralogy); Computer science; Environmental science; Physics; Biology; Ecology; Optics","score_opus":0.022667447769645112,"score_gpt":0.2683364225569106,"score_spread":0.2456689747872655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312716340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99154025,0.00009517119,0.00027621764,0.0036426722,0.00007881428,0.0010196689,0.000005515107,0.00007564623,0.003266028],"genre_scores_gemma":[0.99856997,0.000024955674,0.0007615464,0.00031618626,0.000044295797,0.00006279564,0.000015060544,0.0000040915806,0.00020109264],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9976926,0.0007991293,0.0003528416,0.00027028518,0.00056332385,0.00032182463],"domain_scores_gemma":[0.99855936,0.00040578665,0.0005467861,0.00018639967,0.0002459683,0.00005569464],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00330148,0.00012457444,0.00030141638,0.00001983817,0.0012490085,0.00003292563,0.00032068286,0.00007656185,0.0001727324],"category_scores_gemma":[0.00015193339,0.00008018235,0.00015166824,0.00048223534,0.0053022844,0.00011063858,0.00021421205,0.00036979842,0.00000111353],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028924944,0.0037208635,0.42796907,0.00047399555,0.0009076029,0.00003528528,0.31039417,0.005382361,0.00009380236,0.08049557,0.0023334643,0.16530132],"study_design_scores_gemma":[0.003141476,0.0024586408,0.3499193,0.000017151553,0.00016806029,0.000013915208,0.56295896,0.00010899394,0.00004614159,0.030748928,0.049923237,0.0004952184],"about_ca_topic_score_codex":0.011763175,"about_ca_topic_score_gemma":0.00013281703,"teacher_disagreement_score":0.25256476,"about_ca_system_score_codex":0.00010353365,"about_ca_system_score_gemma":0.000110749774,"threshold_uncertainty_score":0.9974047},"labels":[],"label_agreement":null},{"id":"W4313477172","doi":"10.4324/9781003274049-19","title":"Team Humanity on the Road to Net Zero: Will You Make It Happen?","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanity; Zero (linguistics); Net (polyhedron); Computer science; Political science; Mathematics; Law; Philosophy; Geometry","score_opus":0.05131563942672517,"score_gpt":0.3250920183326245,"score_spread":0.27377637890589934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313477172","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045799167,0.000010475439,0.000070817536,0.017094368,0.0015519827,0.0027716758,0.00004858982,0.0005032587,0.97749084],"genre_scores_gemma":[0.09887142,0.0000075497837,0.00001328677,0.0029901257,0.0015368395,0.00009040994,0.00005229548,0.00010374529,0.89633435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99580514,0.00029852503,0.0008049061,0.00083045295,0.0015631672,0.00069783296],"domain_scores_gemma":[0.997053,0.0004057192,0.0003523049,0.0011559568,0.0008758684,0.00015709834],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0046543637,0.0005142594,0.0005446891,0.0003414254,0.0019180394,0.00040933336,0.0012533655,0.0005168492,0.003809511],"category_scores_gemma":[0.001168268,0.00038460863,0.0002490393,0.00030291418,0.0004912975,0.00015193099,0.0003335054,0.0008170589,0.0027398402],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006126197,0.00001986263,0.000057093574,0.00003175921,0.00004250103,0.0000050940635,0.008015247,0.0000102759905,5.839114e-7,0.82097673,0.16945565,0.0013790468],"study_design_scores_gemma":[0.000081329345,0.00009736855,0.00036593515,0.00008960888,0.000019745446,4.841604e-7,0.005327584,0.0000059438053,9.4440384e-7,0.17120247,0.8223721,0.00043652285],"about_ca_topic_score_codex":0.020781554,"about_ca_topic_score_gemma":0.08895983,"teacher_disagreement_score":0.65291643,"about_ca_system_score_codex":0.0009605001,"about_ca_system_score_gemma":0.00054471235,"threshold_uncertainty_score":0.9998606},"labels":[],"label_agreement":null},{"id":"W4316040411","doi":"10.3389/fpsyg.2022.1081095","title":"Editorial: Affect and cognition in upper echelons' strategic decision making: Empirical and theoretical studies for advancing corporate governance","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Psychology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Affect (linguistics); Upper echelons; Corporate governance; Cognition; Psychology; Empirical research; Cognitive psychology; Social psychology; Management; Epistemology; Economics; Neuroscience; Communication","score_opus":0.04543700971461585,"score_gpt":0.4431589266784596,"score_spread":0.39772191696384374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316040411","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008416318,0.001475771,0.0022062922,0.00070028467,0.98521805,0.0013914016,0.00008474144,0.00007324019,0.00043387536],"genre_scores_gemma":[0.057300635,0.0022633136,0.003432562,0.000074367716,0.9362731,0.00041655244,0.000093122726,0.000083318584,0.00006304849],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957522,0.0010700756,0.0007892104,0.0010111181,0.00066273956,0.00071464176],"domain_scores_gemma":[0.99340445,0.005113513,0.00053644413,0.00026066395,0.0006142226,0.00007069759],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006111591,0.0003514249,0.000908029,0.00042540938,0.00030875838,0.00010057455,0.00029101985,0.0014533685,0.000004868067],"category_scores_gemma":[0.018449347,0.0003508694,0.0000660686,0.0007125518,0.0015658698,0.00019348047,0.00010818844,0.00097444636,0.0000017517343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005752334,0.00005619355,0.0069493437,0.00023838595,0.000040682848,0.000015254171,0.0030176616,0.0000029983876,9.31284e-7,0.012652935,0.97384185,0.0026085286],"study_design_scores_gemma":[0.0016523768,0.0002570658,0.0013336783,0.00047309446,0.000035597972,7.413713e-7,0.008396345,0.00009231103,1.5845409e-7,0.7487628,0.2386259,0.00036996568],"about_ca_topic_score_codex":0.00008245981,"about_ca_topic_score_gemma":0.0016924025,"teacher_disagreement_score":0.73610985,"about_ca_system_score_codex":0.0006795043,"about_ca_system_score_gemma":0.0004617236,"threshold_uncertainty_score":0.9998943},"labels":[],"label_agreement":null},{"id":"W4319791488","doi":"10.1177/00207020231156560","title":"Theory, change and the search for epistemological courage in shaping a new world order","year":2022,"lang":"en","type":"article","venue":"International Journal Canada s Journal of Global Policy Analysis","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Privilege (computing); Oppression; Sociology; Humanity; Caste; Environmental ethics; Solidarity; Epistemology; Gender studies; Social science; Political science; Law; Politics; Philosophy","score_opus":0.058510561002768184,"score_gpt":0.39164898654214797,"score_spread":0.3331384255393798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319791488","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33883163,0.0020468882,0.0057276418,0.64806765,0.0018041846,0.0006358454,0.00013501891,0.000008774863,0.0027423503],"genre_scores_gemma":[0.9931059,0.000038815568,0.000094461546,0.0039586695,0.002254457,0.000010503303,0.0000035777973,0.000006473218,0.00052715285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9948527,0.001723021,0.0009339369,0.00015222096,0.0019467942,0.00039129565],"domain_scores_gemma":[0.99645734,0.0007532416,0.0007929774,0.00010183629,0.001684236,0.00021039306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009904659,0.00013467939,0.00042848312,0.0007885788,0.0009165379,0.00030219386,0.0010686333,0.000035129153,0.00034038938],"category_scores_gemma":[0.0022775636,0.00010006714,0.0002844778,0.0028153576,0.00025535663,0.00028965302,0.0001616968,0.0005746134,1.1724824e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016466175,0.00010562344,0.09922428,0.000012127571,0.0026737056,0.00043504537,0.008599388,0.014322587,0.0000015039398,0.8524429,0.0151774995,0.005358695],"study_design_scores_gemma":[0.010300452,0.0003247691,0.15220131,0.00009821544,0.0010827128,0.0018055497,0.060186073,0.0062724715,0.0000020284785,0.40925536,0.35770592,0.00076516345],"about_ca_topic_score_codex":0.81274277,"about_ca_topic_score_gemma":0.91510415,"teacher_disagreement_score":0.6542743,"about_ca_system_score_codex":0.00556757,"about_ca_system_score_gemma":0.00549572,"threshold_uncertainty_score":0.9982499},"labels":[],"label_agreement":null},{"id":"W4320895594","doi":"10.1086/723906","title":":<i>The Book of Minds: How to Understand Ourselves and Other Beings, From Animals to AI to Aliens</i>","year":2023,"lang":"en","type":"review","venue":"The Quarterly Review of Biology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Download; Library science; Index (typography); Sociology; Environmental ethics; Media studies; Philosophy; World Wide Web; Computer science","score_opus":0.06425459038563158,"score_gpt":0.41863723313619855,"score_spread":0.35438264275056697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320895594","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013135155,0.979117,0.00010285197,0.014459218,0.00040866926,0.0049476544,0.00022592003,0.00003382094,0.000573559],"genre_scores_gemma":[0.0002813823,0.995273,0.000064963184,0.0024902355,0.00050215964,0.0002529922,0.00001858961,0.00005170492,0.0010650025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99458003,0.0027604932,0.0012656719,0.00055449345,0.00032141578,0.0005178889],"domain_scores_gemma":[0.9960865,0.0015911703,0.0008739152,0.00087255065,0.0004379857,0.00013787451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061408873,0.00038123017,0.0021797067,0.0001785251,0.00037795654,0.00007336257,0.0011748156,0.00023423937,0.000039087925],"category_scores_gemma":[0.00094717095,0.00021630137,0.00031607837,0.0011218425,0.00061167794,0.000050314233,0.000115584575,0.00021848707,0.000050787432],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002477785,0.000046714595,0.000044814708,0.046531495,0.0005337303,0.0000018002827,0.050114837,7.4835036e-8,0.0000120320865,0.10650524,0.056339204,0.7398453],"study_design_scores_gemma":[0.000044727974,0.00057716,0.0000059166587,0.016879415,0.00022580374,0.0000012140188,0.008950807,6.052454e-8,3.8053298e-7,0.0031983098,0.96989125,0.00022498293],"about_ca_topic_score_codex":0.0024423557,"about_ca_topic_score_gemma":0.0031641738,"teacher_disagreement_score":0.91355205,"about_ca_system_score_codex":0.00017754559,"about_ca_system_score_gemma":0.00041873625,"threshold_uncertainty_score":0.8820514},"labels":[],"label_agreement":null},{"id":"W4366780464","doi":"10.1353/wlt.2023.0142","title":"At Work in the Ruins: Finding Our Place in the Time of Science, Climate Change, Pandemics and All the Other Emergencies by Dougald Hine","year":2023,"lang":"en","type":"article","venue":"World Literature Today","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Manifesto; Context (archaeology); History; Climate change; White (mutation); Sociology; Media studies; Art history; Political science; Law; Archaeology","score_opus":0.028772505272269825,"score_gpt":0.3303092339229141,"score_spread":0.3015367286506443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366780464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942657,0.0013199137,5.1471267e-7,0.04347829,0.00045148897,0.0013455066,0.000038310765,0.000052505122,0.010656504],"genre_scores_gemma":[0.9903232,0.0000757348,0.000009244354,0.0013675216,0.0003311137,0.00010978032,0.000016806767,0.000012303093,0.0077543273],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972512,0.0008016894,0.00038176044,0.00029688163,0.00071344327,0.0005549986],"domain_scores_gemma":[0.9988402,0.0004405963,0.00017906046,0.000380966,0.00013253246,0.000026647607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012358684,0.0001626253,0.00018960352,0.0003571551,0.0007503043,0.00027479106,0.00087942707,0.000079913225,0.000017021033],"category_scores_gemma":[0.00046604194,0.000082791434,0.000043092572,0.0077119563,0.0004507274,0.0003405369,0.00015437523,0.00040071522,0.000007868143],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003781074,0.000052039,0.0949883,0.00006591795,0.000009286253,0.00000568511,0.8094191,0.000027872999,0.00018631847,0.059295323,0.035682745,0.00022963496],"study_design_scores_gemma":[0.0005293415,0.000049513885,0.09543584,0.0004691753,0.000021650043,0.00000365207,0.11830117,0.0002886447,0.000025376396,0.0038227239,0.78063357,0.0004193479],"about_ca_topic_score_codex":0.00079208426,"about_ca_topic_score_gemma":0.01170848,"teacher_disagreement_score":0.74495083,"about_ca_system_score_codex":0.00015294482,"about_ca_system_score_gemma":0.00005858315,"threshold_uncertainty_score":0.65336066},"labels":[],"label_agreement":null},{"id":"W4367179995","doi":"10.5539/mas.v17n1p58","title":"Architecture Learns from Nature. The Influence of Biomimicry and Biophilic Design in Building","year":2023,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biomimetics; Harmony (color); Architectural engineering; Architecture; Sustainable design; Sustainability; Natural (archaeology); Biomimetic materials; Design elements and principles; Harmony with nature; Building design; Computer science; Engineering; Nanotechnology; Ecology; Artificial intelligence; Systems engineering; Materials science; Visual arts; Geology","score_opus":0.017332836252108942,"score_gpt":0.31186318049966294,"score_spread":0.294530344247554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367179995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903661,0.000054147302,0.0068841856,0.001224127,0.00008766312,0.0006724572,0.0000041033936,0.00008045317,0.00062675955],"genre_scores_gemma":[0.9990601,0.000007442305,0.0006777306,0.000115837254,0.00005947692,0.000039095903,0.0000010176469,0.000008819726,0.000030464933],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99784833,0.00017644126,0.00028908098,0.0004935794,0.00072751427,0.00046505991],"domain_scores_gemma":[0.99879396,0.000500739,0.00013527265,0.0003597703,0.00015106422,0.000059181613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051643006,0.00012257713,0.00017004632,0.00042146482,0.000844379,0.00013317437,0.0009152259,0.00011663495,0.0000033517736],"category_scores_gemma":[0.0008264542,0.00009454255,0.000020637253,0.0035688977,0.002345772,0.00019397058,0.00023288727,0.0003672337,0.0000039538313],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025127842,0.000029276609,0.0106079,0.00003415441,0.000005721673,0.000002775435,0.08668002,0.034837052,0.7614702,0.101332925,0.000019832067,0.004955031],"study_design_scores_gemma":[0.00043103262,0.000029508024,0.3570212,0.00006891715,0.000008377858,0.0000011971437,0.012336783,0.030801896,0.00821404,0.59017384,0.00048647702,0.00042673055],"about_ca_topic_score_codex":0.0029775307,"about_ca_topic_score_gemma":0.000709798,"teacher_disagreement_score":0.75325614,"about_ca_system_score_codex":0.00015514155,"about_ca_system_score_gemma":0.00044920572,"threshold_uncertainty_score":0.8643095},"labels":[],"label_agreement":null},{"id":"W4377992572","doi":"10.1007/978-3-030-22767-8_1257","title":"Environmental Philosophy and Business","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Philosophy of business; Business; Business model; Marketing","score_opus":0.029819393539553676,"score_gpt":0.2759815258460295,"score_spread":0.2461621323064758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377992572","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029539518,0.00009752119,0.000021984933,0.0018437771,0.000606963,0.00059337355,0.000027806338,0.00020515575,0.996308],"genre_scores_gemma":[0.12418446,0.00012662966,0.000025270752,0.00012378345,0.0013076086,0.000013304553,0.000059507296,0.00005746357,0.874102],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984394,0.000043826516,0.00032179436,0.0004034687,0.00054931745,0.00024224454],"domain_scores_gemma":[0.9993284,0.000090375295,0.00015321562,0.0002548303,0.000104454484,0.00006872589],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006751722,0.00022995754,0.00026871092,0.0001902122,0.000541405,0.000087748354,0.00019863588,0.00031234234,0.0011799402],"category_scores_gemma":[0.0000879943,0.00022813427,0.000056162637,0.00008068057,0.00067358854,0.00014695576,0.00013725733,0.00020133585,0.00032707103],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022555403,0.0000071714758,0.000408199,0.000071292845,0.000021262364,0.000009021552,0.0017225172,5.5682193e-7,7.230661e-7,0.9950118,0.0015064144,0.0012387816],"study_design_scores_gemma":[0.00011081055,0.000013414865,0.0014935012,0.000043301825,0.000017506005,0.0000012399223,0.0009692972,0.0000021765168,2.26251e-7,0.5512849,0.44573015,0.00033345513],"about_ca_topic_score_codex":0.0013046822,"about_ca_topic_score_gemma":0.0009805405,"teacher_disagreement_score":0.44422376,"about_ca_system_score_codex":0.0003105898,"about_ca_system_score_gemma":0.00014435827,"threshold_uncertainty_score":0.9997331},"labels":[],"label_agreement":null},{"id":"W4381416272","doi":"10.2139/ssrn.4473822","title":"Sustainable Transformation of Business and Finance: A Democratic Challenge in An Age of Climate Change and Artificial Intelligence","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Democracy; Climate change; Transformation (genetics); Political science; Business; Economics; Ecology; Law; Politics","score_opus":0.03522684844006666,"score_gpt":0.3224255469981073,"score_spread":0.28719869855804064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381416272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963312,0.0006089872,0.0009146917,0.0011841339,0.00005612497,0.0004918688,0.0000015792382,0.000016231746,0.00039517574],"genre_scores_gemma":[0.99035937,0.009432746,0.000011682077,0.0000049419323,0.00010554632,0.000019403305,0.0000049081686,0.000008872433,0.000052509095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99770063,0.00025893864,0.0005199491,0.00013890234,0.00026500138,0.0011165917],"domain_scores_gemma":[0.99918586,0.000057207173,0.00022290563,0.000084746214,0.00042334956,0.000025957912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006102124,0.00009550896,0.00022715484,0.000391024,0.00032832153,0.00004217515,0.00013500788,0.000079972284,0.000002451543],"category_scores_gemma":[0.00020990343,0.00009451619,0.000022279533,0.0012138884,0.00021537265,0.0007901784,0.000023991566,0.0003754444,3.5226154e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004004625,0.000056457233,0.0025799966,0.00027847014,0.000006136139,0.0000049928217,0.06199331,0.00006887199,0.000033702818,0.8983447,2.9500572e-7,0.03659305],"study_design_scores_gemma":[0.0001521908,0.00024480288,0.013705149,0.00006439844,0.00000917946,0.000007991309,0.20818327,0.0010912239,0.000019614203,0.7763725,0.00004012128,0.00010959413],"about_ca_topic_score_codex":0.002301596,"about_ca_topic_score_gemma":0.03376089,"teacher_disagreement_score":0.14618996,"about_ca_system_score_codex":0.00037187262,"about_ca_system_score_gemma":0.00079759903,"threshold_uncertainty_score":0.98387045},"labels":[],"label_agreement":null},{"id":"W4383374786","doi":"10.31124/advance.22898321.v1","title":"Understanding and studying value as a duality","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Construct (python library); Value (mathematics); Conceptualization; Operationalization; Epistemology; Subjectivity; CLARITY; Objectivity (philosophy); Framing (construction); Sociology; Psychology; Social psychology; Computer science","score_opus":0.3904514264294704,"score_gpt":0.4429361172120948,"score_spread":0.05248469078262441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383374786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60604787,0.00010474001,0.021149995,0.014057113,0.004560725,0.0040820306,0.000019093499,0.0016937461,0.3482847],"genre_scores_gemma":[0.9880869,0.000020433581,0.00016202302,0.00010867404,0.00054514967,0.000065194996,0.000015271275,0.000031329706,0.01096507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99652356,0.000963029,0.0005373184,0.0006846268,0.0008420629,0.0004494203],"domain_scores_gemma":[0.9983787,0.0005080322,0.00025413142,0.00043455168,0.00032257143,0.00010200731],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008439502,0.00023137961,0.000379671,0.0002566055,0.0013298067,0.0005504525,0.00034798542,0.0003285876,0.0001047321],"category_scores_gemma":[0.002388814,0.00023377464,0.00008509146,0.0004963792,0.0004002603,0.00015719497,0.0009106944,0.0005436582,0.000026329053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036688155,0.000023979965,0.03116275,0.00033164115,0.000055608736,0.0000071728095,0.060594812,0.000121740144,0.0000011770522,0.9067237,0.000923934,0.00004986162],"study_design_scores_gemma":[0.00015040021,0.000016934186,0.008020476,0.00009896107,0.000025474212,6.0951174e-7,0.23375988,0.00025678912,0.000001611549,0.7557969,0.0015348035,0.00033713414],"about_ca_topic_score_codex":0.092973374,"about_ca_topic_score_gemma":0.017442472,"teacher_disagreement_score":0.382039,"about_ca_system_score_codex":0.001889298,"about_ca_system_score_gemma":0.00090401823,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W4383500585","doi":"10.1002/9781119863663.ch7","title":"Human–Machine Social Systems: Test and Validation via Military Use Cases","year":2023,"lang":"en","type":"other","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Defence Research and Development Canada","funders":"","keywords":"Immediacy; Social intelligence; Artificial intelligence; Human resources; Computer science; Test (biology); Knowledge management; Engineering; Operations research; Management; Psychology; Social psychology; Economics","score_opus":0.042606034653606545,"score_gpt":0.3478639022685132,"score_spread":0.3052578676149067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383500585","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0183028,0.0021427008,0.00039762995,0.0016976121,0.0051606544,0.0077190707,0.00089081755,0.008036537,0.9556522],"genre_scores_gemma":[0.3231146,0.000033754837,0.00002742419,0.00004033148,0.002396598,0.00009779484,0.00017342003,0.0004915741,0.6736245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969918,0.0006360026,0.0005952582,0.00059667765,0.0007188288,0.0004614077],"domain_scores_gemma":[0.99821866,0.00068383815,0.00031662302,0.00033870715,0.00035197727,0.00009017614],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017244626,0.0003615586,0.00052582996,0.00052347,0.0012252212,0.00022119052,0.00026516942,0.00053256494,0.0007412686],"category_scores_gemma":[0.00191527,0.00035222885,0.0000912629,0.0006498309,0.0004985747,0.00032415,0.00010369575,0.00025693912,0.00008174323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049732744,0.00017316836,0.06074286,0.0011827034,0.00015594067,0.00006440748,0.009690138,0.0000059524814,0.000012711765,0.08750568,0.83993584,0.0005256107],"study_design_scores_gemma":[0.0007041486,0.00014978406,0.016522557,0.0003428693,0.00015939951,0.000013439212,0.02109831,0.00011318939,0.0000020372083,0.0012828931,0.9581542,0.0014571901],"about_ca_topic_score_codex":0.50713074,"about_ca_topic_score_gemma":0.25245753,"teacher_disagreement_score":0.3048118,"about_ca_system_score_codex":0.00051114726,"about_ca_system_score_gemma":0.00020809844,"threshold_uncertainty_score":0.99989295},"labels":[],"label_agreement":null},{"id":"W4384939896","doi":"10.1093/oso/9780198874522.003.0017","title":"A midnight coterie of transcendent fauna","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Anthropocene; Environmental ethics; Humanity; Pace; History; Ecology; Geography; Political science; Biology; Philosophy; Law","score_opus":0.044908633747468694,"score_gpt":0.32624651193091464,"score_spread":0.28133787818344597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384939896","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027402194,0.00006548867,0.00026881188,0.0011637617,0.00090546644,0.001036611,0.000049331473,0.00026532897,0.9959712],"genre_scores_gemma":[0.118414305,0.000041706742,0.000034805664,0.00006516589,0.0004980881,0.00001976168,0.0000397723,0.00006104223,0.88082534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973174,0.000107412874,0.00078329834,0.00041485942,0.0010242558,0.0003527955],"domain_scores_gemma":[0.9982914,0.00016116023,0.0003339893,0.00035837627,0.0007691979,0.00008592958],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015360502,0.00027529,0.0005270941,0.00031347942,0.00030249893,0.000053991225,0.00047261044,0.00045947472,0.0029598577],"category_scores_gemma":[0.00014300538,0.00026348775,0.00026604053,0.00016017078,0.0005636295,0.000106535605,0.000048063182,0.00028642878,0.00016857543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000095460055,0.000018499266,0.00006525379,0.00025522977,0.00006145174,0.000009630602,0.010611953,0.0000016326213,0.000013299054,0.9840992,0.0042835968,0.00057069113],"study_design_scores_gemma":[0.0002855302,0.00006562333,0.00031945636,0.00016022677,0.00006248041,7.8634287e-7,0.004329613,0.0000063190364,0.000035399666,0.20900865,0.78520167,0.000524266],"about_ca_topic_score_codex":0.0053160093,"about_ca_topic_score_gemma":0.010466989,"teacher_disagreement_score":0.78091806,"about_ca_system_score_codex":0.00036656726,"about_ca_system_score_gemma":0.00061742973,"threshold_uncertainty_score":0.99998176},"labels":[],"label_agreement":null},{"id":"W4385146275","doi":"10.5539/enrr.v13n1p19","title":"Tackling Environmental Problems: Are People and the Environment Antithetical?","year":2023,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanity; Environmental ethics; Argument (complex analysis); Natural (archaeology); Epistemology; Natural resource; Axiom; Engineering ethics; Sociology; Political science; Philosophy; Law; Geography; Biology","score_opus":0.02376932285767351,"score_gpt":0.3180025666925856,"score_spread":0.29423324383491206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385146275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98558813,0.0030673963,0.000007849025,0.008550883,0.00006887686,0.0013174574,0.0000077889035,0.000055571963,0.0013360628],"genre_scores_gemma":[0.9862331,0.0035480324,0.000021928176,0.000037225338,0.00022412605,0.00012922041,0.000017006367,0.000025394458,0.00976398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99523973,0.0013609921,0.00033600154,0.00056601694,0.0016771603,0.0008200924],"domain_scores_gemma":[0.99842864,0.00094574527,0.000101219506,0.00035183725,0.000014783982,0.0001577754],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006870984,0.00019614618,0.00025913294,0.00023592969,0.0026576933,0.00025871256,0.00037036516,0.00013092397,0.00026514454],"category_scores_gemma":[0.00038918635,0.00013704937,0.000063703206,0.00037512323,0.003288946,0.00018567727,0.0006633609,0.0007011739,0.00016483811],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044840373,0.00036501058,0.6144027,0.00040786815,0.00020812203,0.00005630912,0.31147557,0.0006746547,0.002139911,0.039775435,0.0026466309,0.02739937],"study_design_scores_gemma":[0.0019011088,0.00013168136,0.44886157,0.00005894782,0.000024789946,0.000004800358,0.103759885,0.0031223772,0.00006114336,0.00756805,0.43402433,0.00048130576],"about_ca_topic_score_codex":0.0007980924,"about_ca_topic_score_gemma":0.00018230613,"teacher_disagreement_score":0.4313777,"about_ca_system_score_codex":0.00030931347,"about_ca_system_score_gemma":0.000019807385,"threshold_uncertainty_score":0.9994235},"labels":[],"label_agreement":null},{"id":"W4385434359","doi":"10.1007/978-1-4842-9579-3_2","title":"Being Creative with Machines","year":2023,"lang":"en","type":"book-chapter","venue":"Design Thinking","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Generative grammar; Creativity; Affordance; Process (computing); Computer science; Artificial intelligence; Computational creativity; Cognitive science; Human–computer interaction; Point (geometry); Perspective (graphical); Engineering; Psychology; Mathematics","score_opus":0.04613130022771686,"score_gpt":0.3079108126121643,"score_spread":0.2617795123844474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385434359","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009341421,0.000088104134,0.019372929,0.0006136544,0.00068719516,0.0015919792,0.000009172842,0.00088320463,0.9766604],"genre_scores_gemma":[0.0355903,0.00003086411,0.0027494829,0.00020561759,0.0018265179,0.00007449756,0.00007218268,0.00023875045,0.95921177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965561,0.0003795193,0.0005367654,0.00065448246,0.0013251611,0.00054797187],"domain_scores_gemma":[0.9973716,0.0007317874,0.0005241791,0.00044916876,0.00083328475,0.00008993759],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004139082,0.00046535317,0.0005678236,0.00047155013,0.0019182834,0.00036665038,0.00064218335,0.00044508104,0.000308041],"category_scores_gemma":[0.0005669494,0.00041537944,0.00013015274,0.000291515,0.00048804138,0.00031925144,0.00011726203,0.00069973094,0.0001419049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002354852,0.0000072605417,0.00033866896,0.00009641332,0.00012831358,0.00008513134,0.057804573,0.000106635496,0.0000017138588,0.93874073,0.001018645,0.0016483935],"study_design_scores_gemma":[0.0002168316,0.000107383916,0.00016228281,0.00076370785,0.000100361234,0.0000043591895,0.0033254544,0.000109420034,0.0000055018527,0.9550094,0.03946333,0.0007319697],"about_ca_topic_score_codex":0.0038477895,"about_ca_topic_score_gemma":0.0022940205,"teacher_disagreement_score":0.054479122,"about_ca_system_score_codex":0.00072451716,"about_ca_system_score_gemma":0.0007666521,"threshold_uncertainty_score":0.9998298},"labels":[],"label_agreement":null},{"id":"W4385668443","doi":"10.1111/blar.13503","title":"Ogden, Laura A. (2021) Loss &amp; Wonder at the World's End, Duke University Press (Durham, NC), 189 pp. £82.00 hbk, £24.95 pbk.","year":2023,"lang":"en","type":"article","venue":"Bulletin of Latin American Research","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Wonder; Ogden; Citation; Media studies; Sociology; Library science; Philosophy; Computer science; Physics","score_opus":0.0693266294378898,"score_gpt":0.3824423068284188,"score_spread":0.313115677390529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385668443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6536329,0.00045060023,0.000031442425,0.062246535,0.00045365148,0.0025094019,0.00012143874,0.0003151348,0.28023893],"genre_scores_gemma":[0.65986747,0.0003144214,0.00016763344,0.000101400816,0.00046204648,0.00004263671,0.000056720357,0.00004693072,0.3389407],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903393,0.0041369037,0.00061490684,0.0007649027,0.0027605805,0.001383443],"domain_scores_gemma":[0.9920547,0.0040234122,0.00041797155,0.0011142497,0.0021504348,0.0002392228],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.009989082,0.0002658159,0.0004923687,0.0004181933,0.0023520596,0.00017461975,0.0015887034,0.000121818455,0.0074943993],"category_scores_gemma":[0.003974748,0.00023617074,0.00016873317,0.0061650444,0.005871578,0.00008216987,0.0011393641,0.0009461248,0.001033233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019144795,0.00014375952,0.051186096,0.0001314279,0.00008530928,0.000058521095,0.0093998825,0.00016778633,0.00010978129,0.03586912,0.8999498,0.002707057],"study_design_scores_gemma":[0.00031636065,0.000067281144,0.022997472,0.000041161165,0.000008748617,0.0000010876367,0.032092623,0.000031947457,0.000044416003,0.00023503274,0.94392216,0.00024172795],"about_ca_topic_score_codex":0.09878378,"about_ca_topic_score_gemma":0.017003937,"teacher_disagreement_score":0.081779845,"about_ca_system_score_codex":0.001112164,"about_ca_system_score_gemma":0.0008838613,"threshold_uncertainty_score":0.9997446},"labels":[],"label_agreement":null},{"id":"W4385757780","doi":"10.3390/world4030032","title":"The Human Ecology of Overshoot: Why a Major ‘Population Correction’ Is Inevitable","year":2023,"lang":"en","type":"article","venue":"World","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Overpopulation; Overshoot (microwave communication); Population; Population growth; Anthropocene; Natural resource economics; Expansionism; World population; Boom; Economics; Ecology; Natural resource; Neoclassical economics; Engineering; Political science; Sociology; Law; Biology","score_opus":0.021738696865166565,"score_gpt":0.34396987811036434,"score_spread":0.3222311812451978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385757780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8949809,0.00003677093,0.000031225114,0.010899896,0.0040246975,0.0009990887,0.00000663205,0.00028349168,0.08873731],"genre_scores_gemma":[0.9256325,0.0000019397635,0.0000066017365,0.00018218746,0.00032660956,0.00004459923,0.000017443774,0.000009963722,0.073778175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985922,0.00028615375,0.00034033,0.00017283864,0.00031397238,0.00029449884],"domain_scores_gemma":[0.9989351,0.00031509495,0.00019766772,0.00023697404,0.00028664494,0.000028491888],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019463681,0.00007590832,0.00014109799,0.000235088,0.0014468058,0.000059364535,0.00020710383,0.000054610442,0.00027541546],"category_scores_gemma":[0.0005609813,0.00006527181,0.00005601233,0.0019207322,0.00018340489,0.00012857238,0.000050743627,0.00011752298,0.00003976029],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074314794,0.00003257129,0.5435052,0.00003388497,0.000022455573,8.731624e-7,0.01190527,0.00008285505,0.000047151196,0.24852768,0.19495362,0.0008810406],"study_design_scores_gemma":[0.00025338866,0.00003912695,0.53914285,0.00001976182,0.000015656595,3.455938e-7,0.012429712,0.0003017356,0.00005553708,0.037999414,0.4095873,0.00015519242],"about_ca_topic_score_codex":0.032901928,"about_ca_topic_score_gemma":0.20827337,"teacher_disagreement_score":0.21463366,"about_ca_system_score_codex":0.00031169585,"about_ca_system_score_gemma":0.000104468374,"threshold_uncertainty_score":0.9998532},"labels":[],"label_agreement":null},{"id":"W4385812956","doi":"10.3390/jrfm16080373","title":"Integration of Digital Technologies in Corporate Social Responsibility (CSR) Activities: A Systematic Literature Review and Bibliometric Analysis","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Digital transformation; Context (archaeology); Knowledge management; Scientific literature; Data science; Digitization; Computer science; Business; Political science; World Wide Web; Public relations","score_opus":0.021571752571746382,"score_gpt":0.31379831068861014,"score_spread":0.29222655811686377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385812956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98078966,0.015203922,0.002006308,0.00059563085,0.00012073962,0.0009738345,0.000031874188,0.000039248676,0.00023878374],"genre_scores_gemma":[0.9774829,0.02227561,0.00008336631,0.0000075339562,0.000035815956,0.000015645415,0.0000037218008,0.0000039313354,0.00009147875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799365,0.00040084956,0.00085178146,0.00015880243,0.00043203172,0.00016287455],"domain_scores_gemma":[0.9979528,0.00025398954,0.0012009016,0.00012629796,0.00044414177,0.00002182419],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0060806065,0.00011028316,0.00065015437,0.025062675,0.00020846563,0.00016493158,0.00016031603,0.00009403873,0.0000013521852],"category_scores_gemma":[0.0038968548,0.00008684018,0.000118302014,0.0897167,0.0001942094,0.00054290716,0.00008688151,0.0002161993,2.638266e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039836083,0.00048313374,0.50979805,0.14054,0.0007451847,0.00023679508,0.07172002,0.000054131866,0.000020291922,0.12031846,0.0013749204,0.15431066],"study_design_scores_gemma":[0.00071498996,0.00024357876,0.85855585,0.010300488,0.0015536471,0.000005210968,0.06348175,0.00009205084,0.000004708738,0.06393273,0.0007973102,0.00031767882],"about_ca_topic_score_codex":0.00005876528,"about_ca_topic_score_gemma":0.0003009744,"teacher_disagreement_score":0.34875783,"about_ca_system_score_codex":0.00014718407,"about_ca_system_score_gemma":0.00006788363,"threshold_uncertainty_score":0.9859874},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4385852643","doi":"10.1017/9781009374712.008","title":"Information Costs","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transaction cost; Variance (accounting); Database transaction; Business; Computer science; Industrial organization; Economics; Microeconomics; Database; Accounting","score_opus":0.024651991355122273,"score_gpt":0.2486398881869422,"score_spread":0.2239878968318199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385852643","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016173611,0.000009311689,0.00021684993,0.00009235378,0.0008925034,0.0010426448,0.00017383888,0.0005258547,0.9968849],"genre_scores_gemma":[0.007020412,0.000023958683,0.000011112913,0.00006569129,0.00035635338,0.000001938983,0.00019777971,0.00003221039,0.99229056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824303,0.00013083009,0.0003250827,0.00025335394,0.0006725925,0.0003751306],"domain_scores_gemma":[0.997853,0.00013108696,0.00040341192,0.00045830643,0.001016763,0.00013746567],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007593969,0.00027096987,0.00031504445,0.00044231702,0.0009245817,0.00015616705,0.0006154275,0.00049188914,0.000010706656],"category_scores_gemma":[0.00016836596,0.00035158906,0.00016145165,0.000041995896,0.0004930859,0.00052278617,0.0002718649,0.0004415342,0.0001464435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018281919,0.0000027965539,0.00001101222,0.000104378596,0.00004647632,0.000023628405,0.0022640715,0.0000024269061,3.8329446e-7,0.9396394,0.0566124,0.0012747396],"study_design_scores_gemma":[0.0002495878,0.000018239087,0.00006438898,0.000092130686,0.00004993253,9.2047406e-7,0.0029036708,0.000014747667,0.000003095877,0.00013442495,0.99611896,0.00034988593],"about_ca_topic_score_codex":0.008227557,"about_ca_topic_score_gemma":0.0002854634,"teacher_disagreement_score":0.9395066,"about_ca_system_score_codex":0.0016657535,"about_ca_system_score_gemma":0.00060493284,"threshold_uncertainty_score":0.9998936},"labels":[],"label_agreement":null},{"id":"W4386174005","doi":"10.1086/726489","title":":<i>How Knowledge Grows: The Evolutionary Development of Scientific Practice</i>","year":2023,"lang":"en","type":"review","venue":"The Quarterly Review of Biology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Download; Library science; Permission; Reuse; Index (typography); Sociology; Computer science; World Wide Web; Political science; Biology; Ecology; Law","score_opus":0.09355330800268964,"score_gpt":0.4375238273144895,"score_spread":0.3439705193117999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386174005","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000056492368,0.98956764,0.00004292632,0.0022831662,0.0015845761,0.003634637,0.00003339106,0.000051580486,0.0027964534],"genre_scores_gemma":[0.00010562002,0.9961209,0.00012720807,0.00006122124,0.00044579795,0.00050760724,0.00016099864,0.000031691776,0.0024389296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890081,0.0074903793,0.0019918226,0.0005251609,0.00048853975,0.0004959684],"domain_scores_gemma":[0.99156153,0.002789545,0.002693145,0.0011536909,0.0017545453,0.000047537407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02057773,0.00036244327,0.0018545906,0.00021830483,0.0011707677,0.00006773882,0.001953319,0.00027272003,0.00003367895],"category_scores_gemma":[0.00251019,0.0001867979,0.00052944786,0.002623295,0.00260382,0.00018357555,0.00014668309,0.00044896055,0.000109468936],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017745297,0.00007754575,0.0000022247648,0.09653727,0.00020328889,4.554034e-7,0.011605636,6.5585097e-9,3.554529e-7,0.085654095,0.006063693,0.7998537],"study_design_scores_gemma":[0.000036743146,0.000084210136,0.0000040840973,0.022734072,0.00034454447,0.00000712423,0.004969584,2.8441187e-7,5.9950615e-8,0.0018876154,0.9697499,0.00018174901],"about_ca_topic_score_codex":0.00023836773,"about_ca_topic_score_gemma":0.00046469396,"teacher_disagreement_score":0.9636862,"about_ca_system_score_codex":0.00038105054,"about_ca_system_score_gemma":0.0043325233,"threshold_uncertainty_score":0.9593884},"labels":[],"label_agreement":null},{"id":"W4386268156","doi":"10.5751/es-14270-280311","title":"To split a stone","year":2023,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Marcus och Amalia Wallenbergs minnesfond","keywords":"Coproduction; Transformative learning; Curiosity; Novelty; General partnership; Sustainability; Sociology; Environmental ethics; Political science; Ecology; Psychology; Social science","score_opus":0.01920813785401623,"score_gpt":0.3423866666211578,"score_spread":0.3231785287671416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386268156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975004,0.000011057687,0.00003193971,0.01244831,0.00046165672,0.0003285344,0.0000025602642,0.00016059435,0.011551341],"genre_scores_gemma":[0.9829353,0.000013661105,0.00013479622,0.0010623437,0.00028239985,0.00004485629,0.000005313153,0.000005450181,0.015515866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99909645,0.0001594285,0.0001327088,0.0001879173,0.00011765057,0.00030581723],"domain_scores_gemma":[0.9994972,0.00017783504,0.000031948413,0.0001020203,0.00012770183,0.00006332656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020999485,0.000057554458,0.000116050156,0.00003392881,0.0009940873,0.00002795911,0.00010335845,0.00014003085,0.00013601924],"category_scores_gemma":[0.00037788262,0.000059208352,0.000048261507,0.0005820744,0.0002676553,0.00007209511,0.00006954063,0.00010752448,0.00012343965],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045199135,0.000035801324,0.23617724,0.000044499473,0.000036188412,0.0000042669144,0.24356656,0.000022109381,0.00003633145,0.38284022,0.13651411,0.0007181762],"study_design_scores_gemma":[0.00016726897,0.0000450576,0.7755898,0.0000024898213,0.0000050829885,4.867416e-7,0.06098412,0.00007584793,0.000002858802,0.014672324,0.14834137,0.00011328959],"about_ca_topic_score_codex":0.00072819093,"about_ca_topic_score_gemma":0.0021872458,"teacher_disagreement_score":0.53941256,"about_ca_system_score_codex":0.00013349809,"about_ca_system_score_gemma":0.00015174216,"threshold_uncertainty_score":0.7645816},"labels":[],"label_agreement":null},{"id":"W4386878206","doi":"10.1177/00368504231201372","title":"World scientists’ warning: The behavioural crisis driving ecological overshoot","year":2023,"lang":"en","type":"review","venue":"Science Progress","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of Warwick","keywords":"Overshoot (microwave communication); Psychological intervention; Population; Climate change; Consumption (sociology); Global warming; Tipping point (physics); Ecology; Development economics; Natural resource economics; Psychology; Economics; Sociology; Engineering; Social science","score_opus":0.15256025612196564,"score_gpt":0.471009169956127,"score_spread":0.3184489138341614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386878206","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025816786,0.9633255,0.000022831251,0.0034920531,0.0115236575,0.00794372,0.000026396288,0.0013320459,0.00975209],"genre_scores_gemma":[0.19966476,0.7467996,0.0007590722,0.00028641374,0.005524219,0.0046803155,0.00011602095,0.00034507606,0.04182451],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.991114,0.0013695987,0.0011107101,0.0014473265,0.0031479814,0.0018103488],"domain_scores_gemma":[0.9959583,0.00068152463,0.0009993905,0.0009982511,0.0010679907,0.00029454313],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.021597492,0.0004994987,0.0010815718,0.0012003814,0.0076910243,0.002455204,0.0046104486,0.00026129608,0.00018057523],"category_scores_gemma":[0.0038229486,0.00032320007,0.0004726279,0.014481845,0.009350648,0.0006746368,0.001172719,0.00102256,0.00018292326],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002621148,0.0003709117,0.032869607,0.005125068,0.0000830983,0.00012021038,0.027354365,0.000005214621,1.3441027e-7,0.20743364,0.007884252,0.7187509],"study_design_scores_gemma":[0.00006180451,0.00003720292,0.0023898995,0.0016883975,0.00015037654,0.000007962803,0.008451946,0.000021871323,1.7131461e-7,0.001279418,0.98534054,0.00057039806],"about_ca_topic_score_codex":0.001117036,"about_ca_topic_score_gemma":0.0058463905,"teacher_disagreement_score":0.9774563,"about_ca_system_score_codex":0.0021893114,"about_ca_system_score_gemma":0.004493016,"threshold_uncertainty_score":0.999922},"labels":[],"label_agreement":null},{"id":"W4386907705","doi":"10.5209/geop.88813","title":"La destrucción asegurada: la potencia de fuego, el cambio climático y los dilemas de seguridad","year":2023,"lang":"es","type":"article","venue":"Geopolítica(s) Revista de estudios sobre espacio y poder","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.012990454668543112,"score_gpt":0.3324136786681446,"score_spread":0.3194232239996015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386907705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640316,0.0010266169,0.0019713768,0.009116096,0.00093634543,0.0027607095,0.00029906837,0.0012151197,0.01864311],"genre_scores_gemma":[0.99142414,0.00061537384,0.0007573858,0.00073016796,0.0025131572,0.00036086474,0.00010937143,0.00029620162,0.00319335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9837395,0.0062768264,0.0020160386,0.0018794909,0.0021000798,0.003988095],"domain_scores_gemma":[0.99195343,0.0027714865,0.0009873641,0.0019229959,0.0013231512,0.0010415615],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.014329763,0.0013784973,0.0017679334,0.0008671114,0.0027454908,0.0018610263,0.0017569134,0.0014180499,0.0002444374],"category_scores_gemma":[0.007885759,0.0014476023,0.00080390443,0.004517919,0.002341283,0.00075225474,0.0008160741,0.002020152,0.0006373265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012228661,0.0006994889,0.21781209,0.0027556769,0.00063639507,0.0011927059,0.02941495,0.00019854022,0.00027706553,0.72298187,0.018624814,0.005284097],"study_design_scores_gemma":[0.0037898158,0.00057013065,0.5081972,0.0020892634,0.001715697,0.0008217278,0.07233287,0.0028441548,0.00021588957,0.051019616,0.35191306,0.0044905497],"about_ca_topic_score_codex":0.00459825,"about_ca_topic_score_gemma":0.0011363962,"teacher_disagreement_score":0.67196226,"about_ca_system_score_codex":0.0037008424,"about_ca_system_score_gemma":0.00543069,"threshold_uncertainty_score":0.9998966},"labels":[],"label_agreement":null},{"id":"W4387771027","doi":"10.1017/psa.2023.145","title":"Organizations and Values in Science and Technology","year":2023,"lang":"en","type":"article","venue":"Philosophy of Science","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Society for Personality and Social Psychology; University of Toronto; University of Minnesota","keywords":"Organizational learning; Organizational studies; Epistemology; Sociology; Focus (optics); Organizational culture; Knowledge management; Organization development; Conceptual framework; Engineering ethics; Social science; Computer science; Public relations; Political science; Philosophy","score_opus":0.02075267305058009,"score_gpt":0.33277862731333346,"score_spread":0.31202595426275337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387771027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97424096,0.00004799395,0.000014893496,0.013451911,0.00014916084,0.00027506903,0.0000015636757,0.00009934531,0.011719103],"genre_scores_gemma":[0.9996449,0.000018924682,0.00018768363,0.000031410567,0.000046517984,0.000007550766,2.7407083e-7,0.0000037781401,0.00005899933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99824816,0.000038107944,0.00021622446,0.0003744888,0.00078526424,0.00033777137],"domain_scores_gemma":[0.997916,0.00008023565,0.000083980514,0.00019526194,0.001657967,0.000066597975],"candidate_categories":["bibliometrics","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005227999,0.000064431886,0.00011677696,0.0017443937,0.0014283678,0.00008620814,0.0005513708,0.000040304338,0.0000046216355],"category_scores_gemma":[0.0074501093,0.00006439659,0.0000043866585,0.023983886,0.020128837,0.00078600895,0.00027116717,0.00008098364,0.0000036850902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.137223e-7,0.000015867328,0.11226738,0.000025268353,5.066502e-7,9.267461e-7,0.014583956,0.0000074917357,0.004750073,0.86773735,0.000013510956,0.00059706427],"study_design_scores_gemma":[0.0001542303,0.00004866011,0.1441856,0.00004017545,0.0000022503352,0.000002210364,0.016668262,0.0007572238,0.0012626431,0.8364926,0.00023441209,0.00015171886],"about_ca_topic_score_codex":0.0005939272,"about_ca_topic_score_gemma":0.0001366068,"teacher_disagreement_score":0.031918224,"about_ca_system_score_codex":0.00016156497,"about_ca_system_score_gemma":0.0011885087,"threshold_uncertainty_score":0.9998716},"labels":[],"label_agreement":null},{"id":"W4388825311","doi":"10.36227/techrxiv.24542293.v1","title":"Framing cognitive machines: A sociotechnical taxonomy","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Agence Nationale de la Recherche; Aix-Marseille Université","keywords":"Sociotechnical system; Categorization; Taxonomy (biology); Framing (construction); Management science; Cybernetics; Knowledge management; Computer science; Cognition; Data science; Epistemology; Sociology; Artificial intelligence; Engineering; Psychology; Ecology","score_opus":0.10242960293469855,"score_gpt":0.3929730503556846,"score_spread":0.29054344742098603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388825311","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1891724,0.00036138744,0.20993604,0.02082064,0.010581635,0.01888662,0.00027658875,0.009139144,0.54082555],"genre_scores_gemma":[0.9773402,0.000019671777,0.0011849084,0.00028651912,0.0021285915,0.0013434908,0.00017833892,0.00007673752,0.017441528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9955722,0.00088022405,0.0008659378,0.0009954304,0.00095126854,0.00073490443],"domain_scores_gemma":[0.9966302,0.0010447378,0.00045619078,0.0005458069,0.0011804708,0.00014261728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046902793,0.00041111186,0.0006179454,0.00038872857,0.0011422962,0.00040694216,0.00086620887,0.0011000194,0.0006222132],"category_scores_gemma":[0.0049520745,0.00041581606,0.00031868462,0.0007101403,0.00082140265,0.00018403558,0.0012340796,0.0017430654,0.0002876285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054235446,0.00048714827,0.08114857,0.0021689406,0.00062032597,0.000103819315,0.09482947,0.00031448563,0.000009016713,0.76945627,0.030541316,0.020266412],"study_design_scores_gemma":[0.0013504822,0.0001357431,0.031769164,0.0014570912,0.00031139984,0.0000043111704,0.27422217,0.0040550763,0.000025550902,0.4902108,0.19256404,0.0038941617],"about_ca_topic_score_codex":0.053252786,"about_ca_topic_score_gemma":0.01904014,"teacher_disagreement_score":0.78816783,"about_ca_system_score_codex":0.0010847775,"about_ca_system_score_gemma":0.0020963983,"threshold_uncertainty_score":0.99982935},"labels":[],"label_agreement":null},{"id":"W4388825466","doi":"10.36227/techrxiv.24542293","title":"Framing Cognitive Machines: A Sociotechnical Taxonomy","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Agence Nationale de la Recherche; Aix-Marseille Université","keywords":"Sociotechnical system; Categorization; Taxonomy (biology); Framing (construction); Cybernetics; Management science; Knowledge management; Cognition; Computer science; Data science; Epistemology; Sociology; Artificial intelligence; Engineering; Psychology; Ecology","score_opus":0.10242960293469855,"score_gpt":0.3929730503556846,"score_spread":0.29054344742098603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388825466","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1891724,0.00036138744,0.20993604,0.02082064,0.010581635,0.01888662,0.00027658875,0.009139144,0.54082555],"genre_scores_gemma":[0.9773402,0.000019671777,0.0011849084,0.00028651912,0.0021285915,0.0013434908,0.00017833892,0.00007673752,0.017441528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9955722,0.00088022405,0.0008659378,0.0009954304,0.00095126854,0.00073490443],"domain_scores_gemma":[0.9966302,0.0010447378,0.00045619078,0.0005458069,0.0011804708,0.00014261728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046902793,0.00041111186,0.0006179454,0.00038872857,0.0011422962,0.00040694216,0.00086620887,0.0011000194,0.0006222132],"category_scores_gemma":[0.0049520745,0.00041581606,0.00031868462,0.0007101403,0.00082140265,0.00018403558,0.0012340796,0.0017430654,0.0002876285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054235446,0.00048714827,0.08114857,0.0021689406,0.00062032597,0.000103819315,0.09482947,0.00031448563,0.000009016713,0.76945627,0.030541316,0.020266412],"study_design_scores_gemma":[0.0013504822,0.0001357431,0.031769164,0.0014570912,0.00031139984,0.0000043111704,0.27422217,0.0040550763,0.000025550902,0.4902108,0.19256404,0.0038941617],"about_ca_topic_score_codex":0.053252786,"about_ca_topic_score_gemma":0.01904014,"teacher_disagreement_score":0.78816783,"about_ca_system_score_codex":0.0010847775,"about_ca_system_score_gemma":0.0020963983,"threshold_uncertainty_score":0.99982935},"labels":[],"label_agreement":null},{"id":"W4389124706","doi":"10.2139/ssrn.4629424","title":"Framing cognitive machines: A sociotechnical taxonomy","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Sociotechnical system; Categorization; Taxonomy (biology); Framing (construction); Management science; Cybernetics; Computer science; Data science; Knowledge management; Cognition; Epistemology; Sociology; Artificial intelligence; Engineering; Psychology; Ecology","score_opus":0.024791957668513838,"score_gpt":0.3339994261006872,"score_spread":0.3092074684321734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389124706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92103213,0.0010063581,0.03971862,0.008790194,0.0011959753,0.0017160481,0.00000856886,0.00091978064,0.025612308],"genre_scores_gemma":[0.99339515,0.00034245392,0.00004104545,0.00011959489,0.0015384565,0.00007351078,0.0000118105245,0.000032352673,0.0044456553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99485004,0.000634278,0.00050033495,0.00030560684,0.00069402973,0.003015698],"domain_scores_gemma":[0.99855244,0.00037791659,0.00027386544,0.00015242654,0.0005299289,0.000113423295],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010737235,0.00018840957,0.00025812155,0.00034909617,0.0019699251,0.00018678441,0.00046585067,0.00021507833,0.00009856964],"category_scores_gemma":[0.0020496987,0.00018267246,0.00017761813,0.0013600365,0.00034380198,0.00040698578,0.000080120684,0.0026666648,0.00015498462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033030068,0.00007663974,0.019066997,0.000023667173,0.00016048738,0.000017409957,0.009924434,0.000025287478,0.000030023759,0.9352332,0.00075533765,0.034653526],"study_design_scores_gemma":[0.0009638181,0.00023664364,0.0045714467,0.00006868129,0.0000541932,0.00008715374,0.20790972,0.0003675997,0.000008013008,0.74194837,0.043263074,0.0005212634],"about_ca_topic_score_codex":0.002138796,"about_ca_topic_score_gemma":0.01096201,"teacher_disagreement_score":0.19798528,"about_ca_system_score_codex":0.0028301224,"about_ca_system_score_gemma":0.006954704,"threshold_uncertainty_score":0.9996342},"labels":[],"label_agreement":null},{"id":"W4389129619","doi":"10.36227/techrxiv.24542293.v2","title":"Framing Cognitive Machines: A Sociotechnical Taxonomy","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Agence Nationale de la Recherche; Aix-Marseille Université","keywords":"Sociotechnical system; Categorization; Taxonomy (biology); Framing (construction); Management science; Cybernetics; Cognition; Knowledge management; Computer science; Externality; Data science; Epistemology; Sociology; Artificial intelligence; Psychology; Engineering; Economics; Ecology","score_opus":0.10242960293469855,"score_gpt":0.3929730503556846,"score_spread":0.29054344742098603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389129619","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1891724,0.00036138744,0.20993604,0.02082064,0.010581635,0.01888662,0.00027658875,0.009139144,0.54082555],"genre_scores_gemma":[0.9773402,0.000019671777,0.0011849084,0.00028651912,0.0021285915,0.0013434908,0.00017833892,0.00007673752,0.017441528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9955722,0.00088022405,0.0008659378,0.0009954304,0.00095126854,0.00073490443],"domain_scores_gemma":[0.9966302,0.0010447378,0.00045619078,0.0005458069,0.0011804708,0.00014261728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046902793,0.00041111186,0.0006179454,0.00038872857,0.0011422962,0.00040694216,0.00086620887,0.0011000194,0.0006222132],"category_scores_gemma":[0.0049520745,0.00041581606,0.00031868462,0.0007101403,0.00082140265,0.00018403558,0.0012340796,0.0017430654,0.0002876285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054235446,0.00048714827,0.08114857,0.0021689406,0.00062032597,0.000103819315,0.09482947,0.00031448563,0.000009016713,0.76945627,0.030541316,0.020266412],"study_design_scores_gemma":[0.0013504822,0.0001357431,0.031769164,0.0014570912,0.00031139984,0.0000043111704,0.27422217,0.0040550763,0.000025550902,0.4902108,0.19256404,0.0038941617],"about_ca_topic_score_codex":0.053252786,"about_ca_topic_score_gemma":0.01904014,"teacher_disagreement_score":0.78816783,"about_ca_system_score_codex":0.0010847775,"about_ca_system_score_gemma":0.0020963983,"threshold_uncertainty_score":0.99982935},"labels":[],"label_agreement":null},{"id":"W4389459774","doi":"10.29173/irie498","title":"Emerging Technologies from a psychological perspective","year":2022,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Psychology; Computer science; Artificial intelligence","score_opus":0.050011139293395006,"score_gpt":0.43939024773209534,"score_spread":0.3893791084387003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389459774","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020763218,0.008569209,0.005911829,0.6693694,0.0028232536,0.0020642662,0.00018415628,0.00046145797,0.28985325],"genre_scores_gemma":[0.98978037,0.003891079,0.00029174917,0.0055461805,0.000097461314,0.00015049225,0.000074281175,0.000003897438,0.00016451837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99736,0.0004820843,0.0005906243,0.00009454503,0.0013553663,0.000117363124],"domain_scores_gemma":[0.99682486,0.00066076353,0.00057051505,0.0002407872,0.0016914605,0.000011590958],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0068982574,0.00007483402,0.000141388,0.00012565788,0.000786877,0.000045873192,0.0010619502,0.00006360772,0.0008516363],"category_scores_gemma":[0.0137317125,0.00005650268,0.00008642196,0.00053795014,0.0003243708,0.0005189449,0.00026226015,0.00076788006,0.000021398468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008065004,0.00002324837,0.00018186281,0.00012457545,0.000023027498,2.0266214e-7,0.037868354,0.00006399945,0.0000022606002,0.9524571,0.0035786745,0.005668658],"study_design_scores_gemma":[0.00013040449,0.00003390083,0.0007325424,0.0003397088,0.000012184822,0.0000028131833,0.22738408,0.0001983008,0.000010119076,0.16584788,0.605196,0.00011203896],"about_ca_topic_score_codex":0.0023664357,"about_ca_topic_score_gemma":0.00010017551,"teacher_disagreement_score":0.96901715,"about_ca_system_score_codex":0.0006215663,"about_ca_system_score_gemma":0.00027215973,"threshold_uncertainty_score":0.99457604},"labels":[],"label_agreement":null},{"id":"W4390101656","doi":"10.36227/techrxiv.24542293.v3","title":"Framing cognitive machines: A sociotechnical taxonomy","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Agence Nationale de la Recherche; Aix-Marseille Université","keywords":"Sociotechnical system; Categorization; Taxonomy (biology); Framing (construction); Management science; Cybernetics; Computer science; Data science; Knowledge management; Cognition; Epistemology; Artificial intelligence; Engineering; Psychology; Ecology","score_opus":0.10242960293469855,"score_gpt":0.3929730503556846,"score_spread":0.29054344742098603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390101656","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1891724,0.00036138744,0.20993604,0.02082064,0.010581635,0.01888662,0.00027658875,0.009139144,0.54082555],"genre_scores_gemma":[0.9773402,0.000019671777,0.0011849084,0.00028651912,0.0021285915,0.0013434908,0.00017833892,0.00007673752,0.017441528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9955722,0.00088022405,0.0008659378,0.0009954304,0.00095126854,0.00073490443],"domain_scores_gemma":[0.9966302,0.0010447378,0.00045619078,0.0005458069,0.0011804708,0.00014261728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046902793,0.00041111186,0.0006179454,0.00038872857,0.0011422962,0.00040694216,0.00086620887,0.0011000194,0.0006222132],"category_scores_gemma":[0.0049520745,0.00041581606,0.00031868462,0.0007101403,0.00082140265,0.00018403558,0.0012340796,0.0017430654,0.0002876285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054235446,0.00048714827,0.08114857,0.0021689406,0.00062032597,0.000103819315,0.09482947,0.00031448563,0.000009016713,0.76945627,0.030541316,0.020266412],"study_design_scores_gemma":[0.0013504822,0.0001357431,0.031769164,0.0014570912,0.00031139984,0.0000043111704,0.27422217,0.0040550763,0.000025550902,0.4902108,0.19256404,0.0038941617],"about_ca_topic_score_codex":0.053252786,"about_ca_topic_score_gemma":0.01904014,"teacher_disagreement_score":0.78816783,"about_ca_system_score_codex":0.0010847775,"about_ca_system_score_gemma":0.0020963983,"threshold_uncertainty_score":0.99982935},"labels":[],"label_agreement":null},{"id":"W4391035600","doi":"10.4337/9781035312559.00009","title":"Forms of rationality facing uncertainty: wisdom's possible key role in antifragility","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Courage; Rationality; Epistemology; Certainty; HAMLET (protein complex); Logos Bible Software; Metis; Virtue; Interpretation (philosophy); Face (sociological concept); Meaning (existential); Philosophy; Aesthetics; Sociology; Law; Political science; Literature; Art; Computer science; Social science","score_opus":0.022110210050102948,"score_gpt":0.2927091020242857,"score_spread":0.27059889197418274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391035600","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016439598,0.0002859414,0.00009935119,0.0012855069,0.0015312227,0.0014498698,0.00015139334,0.00030631173,0.97845083],"genre_scores_gemma":[0.6585798,0.0000044292933,0.00008759437,0.000102970225,0.0008854956,0.000047968337,0.0002333837,0.00008068822,0.33997762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.994406,0.00028181396,0.0016717651,0.0010199763,0.0018540502,0.0007664253],"domain_scores_gemma":[0.9961508,0.0004339225,0.000799298,0.00085379346,0.0015924331,0.00016977922],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00969638,0.00053577626,0.00096648326,0.0008793495,0.0005858548,0.0017805289,0.0010741083,0.00096633553,0.0002637904],"category_scores_gemma":[0.0022686129,0.00053515,0.00036646676,0.00027843044,0.00082780403,0.0016679296,0.00039209536,0.0016259637,0.000028978251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027052292,0.00002677311,0.0020906597,0.00059188553,0.000085222884,0.000012807949,0.026270142,0.0000940815,0.0000140156,0.96579814,0.0018431632,0.0031460759],"study_design_scores_gemma":[0.0002703506,0.000032615048,0.00056550413,0.0005220008,0.000035090397,0.0000017773951,0.0043336223,0.00011986484,0.000027408056,0.70319134,0.290367,0.00053340703],"about_ca_topic_score_codex":0.022905624,"about_ca_topic_score_gemma":0.042082414,"teacher_disagreement_score":0.64214027,"about_ca_system_score_codex":0.0019934697,"about_ca_system_score_gemma":0.0026469412,"threshold_uncertainty_score":0.99971},"labels":[],"label_agreement":null},{"id":"W4391220904","doi":"10.1037/apl0001166","title":"Does competitive action intensity influence team performance via leader bottom-line mentality? A social information processing perspective.","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Psychology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Perspective (graphical); Psychology; Action (physics); Information processing; Social psychology; Line (geometry); Information processing theory; Cognitive psychology; Computer science; Artificial intelligence","score_opus":0.02403761848582213,"score_gpt":0.3869674216700587,"score_spread":0.36292980318423657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391220904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9519547,0.000042532574,0.0043813745,0.008329017,0.0017238897,0.00045394668,0.0000033821927,0.00009383803,0.0330173],"genre_scores_gemma":[0.9976382,0.000019719519,0.00023203492,0.0007695018,0.001235041,0.00001229461,0.0000042899915,0.0000106427215,0.00007827598],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981468,0.00013599839,0.00071841636,0.00019004171,0.0005146468,0.00029412622],"domain_scores_gemma":[0.99770194,0.000054518343,0.00056231784,0.00009342281,0.001531181,0.000056591853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022191608,0.00015175909,0.00029494814,0.00037888635,0.00064814155,0.00018252168,0.0002372241,0.00018751682,0.00005228781],"category_scores_gemma":[0.00010508423,0.0001115662,0.000082798615,0.00068226096,0.00053776696,0.0016477503,0.000029273844,0.0007532718,0.000025618814],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016727453,0.00047202755,0.009287042,0.00096011953,0.00031339473,0.000017358305,0.66041523,0.00025582663,0.004773951,0.24713922,0.003400739,0.07129233],"study_design_scores_gemma":[0.0022660308,0.00067242025,0.15518184,0.00034660834,0.00016834274,0.00020926275,0.6542811,0.0013003962,0.0010799556,0.07454703,0.109054945,0.0008920593],"about_ca_topic_score_codex":0.000195686,"about_ca_topic_score_gemma":0.000132646,"teacher_disagreement_score":0.1725922,"about_ca_system_score_codex":0.0010056467,"about_ca_system_score_gemma":0.00038673246,"threshold_uncertainty_score":0.4985046},"labels":[],"label_agreement":null},{"id":"W4391530519","doi":"10.1080/08985626.2024.2305648","title":"Human-animal mutualism in regenerative entrepreneurship","year":2024,"lang":"en","type":"article","venue":"Entrepreneurship and Regional Development","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Linnéuniversitetet; International Development Research Centre","keywords":"Mutualism (biology); Entrepreneurship; Economic geography; Business; Economics; Biology; Ecology","score_opus":0.04293349337392311,"score_gpt":0.34079031182952313,"score_spread":0.2978568184556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391530519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816586,0.0014089907,0.00003582721,0.008200332,0.00068468606,0.00060410314,0.0000027934063,0.00022523284,0.007179452],"genre_scores_gemma":[0.9877797,0.000046884943,0.00014190123,0.00024121048,0.00057379366,0.00010956004,0.000045737354,0.00002728673,0.011033972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99662274,0.0006288981,0.00061041105,0.0008199898,0.0007327448,0.0005852122],"domain_scores_gemma":[0.9990713,0.0002607233,0.00009172836,0.00022387742,0.00018329339,0.00016906839],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017771386,0.0002803967,0.00027466755,0.0004377683,0.0006762607,0.0003026292,0.00026746868,0.0001751806,0.00020953684],"category_scores_gemma":[0.00020945173,0.00026382913,0.000073890944,0.0007165661,0.00033843773,0.00031282048,0.00011061713,0.000323881,0.000043347263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003312026,0.00015318069,0.1280211,0.00018610313,0.00007104945,0.00018890812,0.15840426,0.000033757708,0.00037798673,0.7040214,0.004537009,0.003972142],"study_design_scores_gemma":[0.0012025059,0.00013165707,0.4991149,0.0008323934,0.000041512936,0.000057070887,0.0274393,0.000089472065,0.0017803378,0.05089269,0.4168073,0.0016108612],"about_ca_topic_score_codex":0.0009818752,"about_ca_topic_score_gemma":0.0034954536,"teacher_disagreement_score":0.6531287,"about_ca_system_score_codex":0.0005536767,"about_ca_system_score_gemma":0.0008007381,"threshold_uncertainty_score":0.9999814},"labels":[],"label_agreement":null},{"id":"W4392003097","doi":"10.3389/fmicb.2024.1305148","title":"Economic microbiology: exploring microbes as agents in economic systems","year":2024,"lang":"en","type":"review","venue":"Frontiers in Microbiology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Ecosystem services; Microbiome; Business; Ecology; Holobiont; Natural resource economics; Ecosystem; Biology; Economics; Environmental resource management","score_opus":0.0679967626446417,"score_gpt":0.3687003684311744,"score_spread":0.30070360578653266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392003097","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055207405,0.95598066,0.000013787274,0.00011798173,0.03262382,0.0032239673,0.00043828617,0.00014818984,0.0019325729],"genre_scores_gemma":[0.0014278293,0.9916945,0.00012916252,0.000047568443,0.0013964656,0.0006362678,0.000952127,0.00016304517,0.0035530443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99140435,0.0027291556,0.0025692612,0.0017260914,0.000048684677,0.0015224483],"domain_scores_gemma":[0.9980369,0.00023339105,0.0007997216,0.0007583581,0.0000631158,0.00010851515],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037471142,0.00094040885,0.003541271,0.0025125754,0.0002825774,0.00023479553,0.0016256215,0.0015853423,0.00012764033],"category_scores_gemma":[0.00017041354,0.000945107,0.00057098,0.00060905644,0.00096745597,0.00031497472,0.00042434805,0.0013254252,0.0014367825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013086385,0.00054926076,0.015115635,0.084271364,0.003448228,0.0008453047,0.04328455,0.00097221544,0.00014875016,0.08009614,0.6121529,0.15898483],"study_design_scores_gemma":[0.00027511208,0.00003761143,0.0000037139248,0.0035512475,0.00014865927,0.00008744705,0.004171446,0.000009190321,0.0000013794363,0.0005017152,0.990386,0.0008264584],"about_ca_topic_score_codex":0.012976711,"about_ca_topic_score_gemma":0.0084428135,"teacher_disagreement_score":0.37823313,"about_ca_system_score_codex":0.012213382,"about_ca_system_score_gemma":0.002862937,"threshold_uncertainty_score":0.9997108},"labels":[],"label_agreement":null},{"id":"W4392171457","doi":"10.1017/sus.2024.5","title":"Recentering evolution for sustainability science","year":2024,"lang":"en","type":"article","venue":"Global Sustainability","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University","funders":"Universidad Nacional Autónoma de México","keywords":"Sustainability; Sustainability science; Environmental science; Social sustainability; Biology; Ecology","score_opus":0.014355272619043064,"score_gpt":0.384781336085984,"score_spread":0.37042606346694096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392171457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8616941,0.0008495563,0.071379066,0.022354607,0.004761601,0.010757216,0.00013047857,0.0021536422,0.025919747],"genre_scores_gemma":[0.9973976,0.0000035642597,0.00029826057,0.000054795415,0.0007219469,0.0005155275,0.000016521675,0.000024724788,0.00096706714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99374825,0.0006302912,0.0008827378,0.0015275092,0.0013041904,0.0019070125],"domain_scores_gemma":[0.98896855,0.00038325114,0.00014701484,0.0009876487,0.009147498,0.00036604283],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.015473862,0.00037049287,0.00040603147,0.00031658987,0.0030083067,0.0010077945,0.0010485263,0.0002477087,0.000065713124],"category_scores_gemma":[0.025893299,0.00038300027,0.0002982065,0.005094214,0.0035631314,0.0018014045,0.00035799836,0.0003053143,0.000010174732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000079180776,0.00015017753,0.06825839,0.0015058679,0.000017583716,0.0000120043815,0.004275418,0.00012964873,0.00000899251,0.9129433,0.00068427715,0.011935169],"study_design_scores_gemma":[0.00026631172,0.00012130602,0.037300523,0.00003661657,0.000028671318,0.0000055671053,0.047186565,0.0015330665,0.000013636558,0.81640834,0.096653946,0.0004454563],"about_ca_topic_score_codex":0.014634843,"about_ca_topic_score_gemma":0.0031857004,"teacher_disagreement_score":0.1357035,"about_ca_system_score_codex":0.054321505,"about_ca_system_score_gemma":0.015356281,"threshold_uncertainty_score":0.9998622},"labels":[],"label_agreement":null},{"id":"W4395034526","doi":"10.56687/9781529231212","title":"Observing Dark Innovation","year":2024,"lang":"en","type":"book","venue":"Bristol University Press eBooks","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Business","score_opus":0.04035224432830298,"score_gpt":0.28078609175530694,"score_spread":0.24043384742700397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395034526","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046776384,0.00013919132,0.00031464707,0.00016118733,0.001318075,0.0010729033,0.000079392055,0.0005501464,0.9958967],"genre_scores_gemma":[0.010207255,0.00000887213,0.00007863604,0.00006683842,0.0008697875,0.0000030839285,0.0001638661,0.000058241185,0.9885434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972566,0.00036156128,0.0004512522,0.0006766702,0.0008034963,0.00045045416],"domain_scores_gemma":[0.99738824,0.00013169368,0.00045108958,0.00058816577,0.0013575943,0.000083192936],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012664525,0.00034010975,0.00041914146,0.0006766054,0.0010875039,0.00026951433,0.0009556858,0.0006157054,0.00003466684],"category_scores_gemma":[0.00022705924,0.00044689834,0.00015312011,0.00025650766,0.0005553205,0.00027660318,0.00043651919,0.000771512,0.000032387918],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014920944,0.00001044968,0.0000198705,0.0004573615,0.0000709351,0.00009614226,0.0075371373,0.00000393446,0.000003309974,0.8117998,0.17881098,0.0011751028],"study_design_scores_gemma":[0.00016452449,0.000016646096,0.00003019228,0.00025530937,0.00010330305,0.0000017857134,0.0022622459,0.000019327674,0.0000029990117,0.015390495,0.98132116,0.00043203752],"about_ca_topic_score_codex":0.010321,"about_ca_topic_score_gemma":0.001637355,"teacher_disagreement_score":0.80251014,"about_ca_system_score_codex":0.003509557,"about_ca_system_score_gemma":0.0027597,"threshold_uncertainty_score":0.9997983},"labels":[],"label_agreement":null},{"id":"W4395051358","doi":"10.51952/9781529231212.ch001","title":"Dark Innovation","year":2024,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.03359479374628391,"score_gpt":0.2713548659951499,"score_spread":0.237760072248866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395051358","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017555006,0.000102840946,0.00020857854,0.00018860924,0.000985934,0.00092382496,0.00008558777,0.00043834772,0.9968907],"genre_scores_gemma":[0.025729826,0.000011946271,0.000042181175,0.000049880568,0.00058806536,0.0000016452194,0.00008593493,0.00005397145,0.97343653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978641,0.000107038606,0.00039412794,0.0005988769,0.00069354096,0.00034226655],"domain_scores_gemma":[0.99780256,0.00007598038,0.00037754676,0.00049946446,0.0011680741,0.00007638232],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00082532066,0.00031777695,0.00036317564,0.0006619484,0.0008389907,0.00017795988,0.0006405043,0.0005569492,0.00007776924],"category_scores_gemma":[0.00008748801,0.00040963115,0.00014748704,0.00010070334,0.00066275586,0.00019529724,0.00027531345,0.000628859,0.00005407725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002032921,0.0000072599646,0.000007630951,0.00020241592,0.00007965005,0.00010708272,0.0042676097,0.0000021350404,0.0000027973983,0.96829486,0.025642516,0.0013656947],"study_design_scores_gemma":[0.00014765824,0.000018705643,0.000009091306,0.0001388904,0.00009106351,0.0000020596428,0.0011170282,0.0000072369435,0.0000031707975,0.050389558,0.947691,0.00038452525],"about_ca_topic_score_codex":0.0076283338,"about_ca_topic_score_gemma":0.0011691357,"teacher_disagreement_score":0.9220485,"about_ca_system_score_codex":0.0015702957,"about_ca_system_score_gemma":0.0007809298,"threshold_uncertainty_score":0.99983555},"labels":[],"label_agreement":null},{"id":"W4396910770","doi":"10.1109/ieeeconf58110.2023.10520570","title":"Framing Cognitive Machines: A Sociotechnical Taxonomy","year":2023,"lang":"en","type":"article","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Agence Nationale de la Recherche","keywords":"Sociotechnical system; Taxonomy (biology); Categorization; Framing (construction); Computer science; Cybernetics; Management science; Data science; Knowledge management; Artificial intelligence; Engineering; Ecology","score_opus":0.05600044801622957,"score_gpt":0.37122433581887354,"score_spread":0.315223887802644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396910770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54604906,0.000037794358,0.017778005,0.0072590625,0.0008664241,0.0026142993,0.000014221253,0.0027106781,0.42267045],"genre_scores_gemma":[0.9885585,0.0000040061673,0.00024763637,0.00029134983,0.0005723664,0.00023865164,0.000023959046,0.000017492239,0.010046092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805254,0.0003356956,0.0003356321,0.00032238488,0.0004699098,0.0004838391],"domain_scores_gemma":[0.9986334,0.0005973376,0.00009519057,0.00016939618,0.00042398495,0.00008070974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025870788,0.00012896747,0.0001882404,0.00020829398,0.0010171231,0.00012041626,0.0002641423,0.00018207704,0.0006184712],"category_scores_gemma":[0.002379124,0.00012218619,0.00008986664,0.00142328,0.00041932997,0.00026369697,0.00011033735,0.00026528555,0.00042359374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001773527,0.0001256785,0.08816718,0.0001202971,0.00006601707,0.000030403164,0.042822212,0.000020536347,0.00004814616,0.82560587,0.019244649,0.023731284],"study_design_scores_gemma":[0.0012817975,0.00013605841,0.07008894,0.0001221115,0.000051057836,0.0000037195225,0.38507283,0.0033415242,0.000074365336,0.08108826,0.4575002,0.0012391809],"about_ca_topic_score_codex":0.0075752125,"about_ca_topic_score_gemma":0.0038634217,"teacher_disagreement_score":0.7445176,"about_ca_system_score_codex":0.00026411045,"about_ca_system_score_gemma":0.0004018677,"threshold_uncertainty_score":0.99903345},"labels":[],"label_agreement":null},{"id":"W4397012145","doi":"10.1111/joms.13088","title":"Strategy Can No Longer Ignore Planetary Boundaries: A Call for Tackling Strategy's Ecological Fallacy","year":2024,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Fallacy; Constructive; Field (mathematics); Scholarship; Level playing field; Economics; Competition (biology); Sociology; Environmental ethics; Ecology; Epistemology; Microeconomics; Economic growth; Computer science","score_opus":0.04834480082188653,"score_gpt":0.37678061264595875,"score_spread":0.3284358118240722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397012145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82381994,0.020378858,0.003174757,0.027892107,0.014148151,0.0059312093,0.00010077381,0.0004544696,0.104099736],"genre_scores_gemma":[0.99108297,0.00047978107,0.0003694266,0.00018165402,0.0015511678,0.00003858417,0.000008179888,0.000017186772,0.006271074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754137,0.0002250273,0.00083325105,0.0002699778,0.0006569352,0.0004734629],"domain_scores_gemma":[0.99808353,0.00039553863,0.00031315343,0.00013146792,0.0010013238,0.00007497764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003407626,0.00021437273,0.00045044033,0.000279704,0.0011985817,0.0007145153,0.0003475334,0.000083422936,0.00007646891],"category_scores_gemma":[0.00047607895,0.00016328465,0.00017785752,0.00036003065,0.00049035443,0.00037115684,0.000102679056,0.0002794264,0.00001009648],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033260862,0.0005139696,0.012868907,0.006262893,0.0062381364,0.0015642815,0.079050586,0.0056145955,0.000008463857,0.5039446,0.3662951,0.017305888],"study_design_scores_gemma":[0.0010630828,0.001346954,0.015359919,0.0004867347,0.00050828105,0.000016023727,0.27448067,0.00050970406,0.0000014784429,0.06039372,0.6452444,0.00058899744],"about_ca_topic_score_codex":0.00044690567,"about_ca_topic_score_gemma":0.00437,"teacher_disagreement_score":0.44355085,"about_ca_system_score_codex":0.00068441936,"about_ca_system_score_gemma":0.00043200003,"threshold_uncertainty_score":0.92186415},"labels":[],"label_agreement":null},{"id":"W4398210682","doi":"10.1515/9781805390640","title":"Risky Futures","year":2022,"lang":"en","type":"book","venue":"Berghahn Books","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; Arts and Humanities Research Council; International Arctic Science Committee; Universitetet i Oslo; University of Toronto; University of Oxford; European Commission; National Institutes of Health; Royal Anthropological Institute; Austrian Science Fund; National Science Foundation; University of Oklahoma; Princeton University; University of Manchester; Smithsonian Institution; Norges Forskningsråd; University of Cambridge","keywords":"Futures contract; Economics; Financial economics","score_opus":0.019343038039598727,"score_gpt":0.31082861378829213,"score_spread":0.2914855757486934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398210682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028374934,0.00087126234,0.00001898756,0.00073113496,0.0031421708,0.001341878,0.00007270756,0.00042309548,0.993115],"genre_scores_gemma":[0.008143961,0.00002538777,0.00004306887,0.00041128154,0.004948055,0.00020652518,0.0002465463,0.0001111956,0.985864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955848,0.000655453,0.0007382275,0.00074112864,0.001595087,0.0006853452],"domain_scores_gemma":[0.9976081,0.00026724226,0.0005896019,0.0008598192,0.00051999255,0.00015522761],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025393546,0.0004460526,0.00059054175,0.00039684272,0.0027988483,0.00021996557,0.0010834452,0.0005387799,0.0055704694],"category_scores_gemma":[0.0004497102,0.00049466034,0.00032139698,0.00023317774,0.0006399068,0.00016491134,0.00032980635,0.0011238866,0.0001437691],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008920072,0.000022588814,0.00013966652,0.00009462099,0.00005379963,0.000019828345,0.011740697,0.0000066045095,6.1506813e-7,0.6049613,0.38136393,0.0015874441],"study_design_scores_gemma":[0.00015478155,0.000041538675,0.00015077682,0.000029963865,0.000042758402,0.000002090831,0.004640372,0.0000014856114,0.0000010471205,0.105106205,0.88935715,0.00047183665],"about_ca_topic_score_codex":0.00743529,"about_ca_topic_score_gemma":0.010673045,"teacher_disagreement_score":0.5079932,"about_ca_system_score_codex":0.002968746,"about_ca_system_score_gemma":0.00426165,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W4399714617","doi":"10.31235/osf.io/rakbx","title":"The Economics of JEM: Evidence for Estrangement","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"","keywords":"Philosophy and economics; Citation; Economic methodology; Diversity (politics); Applied economics; Economics; Positive economics; Heterodox economics; Economic analysis; Social science; Mainstream economics; Political science; Sociology; Classical economics; Law","score_opus":0.13104745574691662,"score_gpt":0.44101884383633627,"score_spread":0.30997138808941965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399714617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6201093,0.006642568,0.0062215556,0.08996464,0.021191765,0.0185466,0.00012849258,0.0005534849,0.23664156],"genre_scores_gemma":[0.9850631,0.00024894348,0.00048243455,0.00004961419,0.0008349078,0.0003979928,0.0000075623243,0.000018824629,0.012896615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998354,0.0001542796,0.00062138936,0.0003688462,0.00022858627,0.00027290618],"domain_scores_gemma":[0.99781805,0.0007332645,0.00027575952,0.0005110471,0.00063439575,0.000027457516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054187737,0.0001461222,0.00023176086,0.00007657976,0.00043067586,0.00027544826,0.00073202257,0.00016622744,0.000049301983],"category_scores_gemma":[0.00119079,0.00010826129,0.00018986296,0.00013101504,0.00034241326,0.00006565059,0.00046233932,0.00023766719,0.000009163924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000117330055,0.000014952269,0.0006031092,0.0011005823,0.00006547143,1.5159526e-7,0.008831569,0.0003590222,0.0000014684304,0.9774089,0.006290262,0.005312798],"study_design_scores_gemma":[0.000095113275,0.00005545014,0.00056191225,0.00032560315,0.00007498766,1.3023761e-7,0.020603616,0.0016610714,0.000046377314,0.8260986,0.15018904,0.0002880589],"about_ca_topic_score_codex":0.009844087,"about_ca_topic_score_gemma":0.018535014,"teacher_disagreement_score":0.3649538,"about_ca_system_score_codex":0.0006441299,"about_ca_system_score_gemma":0.0012832052,"threshold_uncertainty_score":0.99937415},"labels":[],"label_agreement":null},{"id":"W4400575984","doi":"10.1002/9781394253326.ch6","title":"Nature's Hidden Gifts – Envisaging the Unseen Beneath Our Feet","year":2024,"lang":"en","type":"other","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Art; Aesthetics; Visual arts; History; Geology; Art history; Artificial intelligence; Computer science","score_opus":0.013363052656149283,"score_gpt":0.3502777700571457,"score_spread":0.33691471740099643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400575984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000083899016,0.0017016447,0.00004519397,0.014965938,0.0034139,0.001159651,0.000025992693,0.0007833578,0.9778204],"genre_scores_gemma":[0.13379242,0.000022958755,0.00009027729,0.00061946834,0.0048262808,0.000052472093,0.000030165438,0.00034815108,0.8602178],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702686,0.00048003453,0.0003592443,0.0006216222,0.00094644324,0.0005658165],"domain_scores_gemma":[0.99874127,0.0000852973,0.00022398561,0.00070465705,0.00016935974,0.00007544848],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023397622,0.00035378913,0.00035927928,0.00036136495,0.00048384914,0.0004568428,0.0009773023,0.0007319122,0.0021082321],"category_scores_gemma":[0.0003777259,0.0002378407,0.00016059313,0.0008026483,0.00020693529,0.000093499846,0.00018379252,0.0009500337,0.00077830383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.267993e-7,0.000010887494,0.0003153109,0.00010934098,0.00006617851,0.0000078157545,0.005999239,3.0616374e-7,4.3814904e-7,0.30326885,0.6896117,0.00060916046],"study_design_scores_gemma":[0.00006202215,0.000008231689,0.00013944715,0.00011828821,0.000037043097,0.0000012366008,0.022402834,0.00000598075,0.0000011920653,0.014249968,0.9626678,0.00030592363],"about_ca_topic_score_codex":0.034637768,"about_ca_topic_score_gemma":0.03734475,"teacher_disagreement_score":0.28901887,"about_ca_system_score_codex":0.000425675,"about_ca_system_score_gemma":0.0005159213,"threshold_uncertainty_score":0.9999997},"labels":[],"label_agreement":null},{"id":"W4401407121","doi":"10.1093/scipol/scae043","title":"Risk-sensitive innovation: leveraging interactions between technologies to navigate technology risks","year":2024,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Risk analysis (engineering); Portfolio; Emerging technologies; Business; Government (linguistics); Knowledge management; Computer science; Finance","score_opus":0.059914958413482204,"score_gpt":0.42280139867540323,"score_spread":0.362886440261921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401407121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8187946,0.0000670488,0.0016880586,0.15979199,0.0005148731,0.0004775045,0.000023574945,0.0011212658,0.01752106],"genre_scores_gemma":[0.99830097,0.000016634947,0.000271869,0.00025839594,0.0005344968,0.000054829317,0.0000040437226,0.0000101910555,0.00054854894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758124,0.00011417535,0.00037005285,0.0005774992,0.0006138953,0.0007431521],"domain_scores_gemma":[0.9974743,0.0001995482,0.00012085326,0.00033534368,0.0017753488,0.00009459966],"candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0047514406,0.00014879917,0.00017854905,0.0046432815,0.0026010207,0.001100613,0.00060141203,0.00012387142,0.000008883696],"category_scores_gemma":[0.012678888,0.00013871466,0.000024144396,0.026160227,0.0027255134,0.0016093575,0.00036579178,0.0004977383,0.000043629952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.460464e-7,0.000009180774,0.032183215,0.000015314126,0.000012166527,0.0000027737267,0.0109518515,0.0000022791844,0.00018026697,0.78978634,0.0005999536,0.16625589],"study_design_scores_gemma":[0.00014836008,0.00010184393,0.04284417,0.00014080116,0.000018505902,0.000022745944,0.120423846,0.00037231794,0.0011874916,0.4041203,0.43001813,0.00060149643],"about_ca_topic_score_codex":0.015828138,"about_ca_topic_score_gemma":0.0008685751,"teacher_disagreement_score":0.42941818,"about_ca_system_score_codex":0.0009733638,"about_ca_system_score_gemma":0.0030463825,"threshold_uncertainty_score":0.9999885},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4401976880","doi":"10.26522/brocked.v33i3.1172","title":"AI Is the Perfect Student: Anthropocene, Technocene, and the Ends of Intelligence","year":2024,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Anthropocene; Astrobiology; Environmental ethics; Psychology; Philosophy; Physics","score_opus":0.01166964438731051,"score_gpt":0.38468957491603273,"score_spread":0.37301993052872223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401976880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73015213,0.023109734,0.007851027,0.19794375,0.009921233,0.0020927354,0.000008206502,0.00015922435,0.028761938],"genre_scores_gemma":[0.9955311,0.00047484133,0.00004145979,0.0005668488,0.0009288222,0.000022761307,6.504143e-7,0.000010001664,0.0024235498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99835324,0.00035240775,0.00042383102,0.00015528996,0.0005278414,0.00018740361],"domain_scores_gemma":[0.9985359,0.00027111545,0.00016956417,0.0002002695,0.00076383335,0.000059320228],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021823833,0.00009752961,0.00012803524,0.00016137681,0.0013513524,0.00047086703,0.000441238,0.000055386587,0.00028059282],"category_scores_gemma":[0.0006229303,0.000055239863,0.000078060075,0.0008490157,0.0007689562,0.00029139168,0.000051653893,0.00038817106,0.0000070295737],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023813545,0.000201765,0.031286303,0.00017996642,0.0001044204,9.167335e-7,0.24545375,0.000033721124,0.000037272224,0.5890339,0.056384385,0.07725981],"study_design_scores_gemma":[0.00026829928,0.0001011018,0.027535714,0.00034536936,0.00010671447,0.00017931752,0.54225075,0.00030041253,0.0004815472,0.16288143,0.2652573,0.0002920332],"about_ca_topic_score_codex":0.0007877642,"about_ca_topic_score_gemma":0.00011773109,"teacher_disagreement_score":0.42615244,"about_ca_system_score_codex":0.00018836635,"about_ca_system_score_gemma":0.0017007756,"threshold_uncertainty_score":0.99994874},"labels":[],"label_agreement":null},{"id":"W4403025198","doi":"10.1080/00076791.2024.2409523","title":"Deeply Responsible Business","year":2024,"lang":"en","type":"article","venue":"Business History","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Business history; Business; Commerce; Economics; Management","score_opus":0.030794076185306524,"score_gpt":0.30660733979423904,"score_spread":0.27581326360893255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403025198","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21188037,0.0294019,0.011607393,0.030056702,0.046190362,0.0023463394,0.000020657,0.004146521,0.66434973],"genre_scores_gemma":[0.90399456,0.000047747333,0.0003432893,0.00035680094,0.0022868104,0.0000892582,0.000025221481,0.00006835344,0.092787966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767536,0.00035583792,0.00039884864,0.0004791903,0.00063668744,0.00045409056],"domain_scores_gemma":[0.99735403,0.00020694293,0.00009084655,0.00044184318,0.0018252982,0.00008105363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022276726,0.00019537157,0.00023800952,0.00057277805,0.00057609886,0.0001245765,0.0003592352,0.00016729155,0.00090084533],"category_scores_gemma":[0.0017367807,0.00020364768,0.000066199544,0.002574253,0.0006057966,0.0007198777,0.000065286105,0.00019680164,0.00031976856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004961897,0.00010417942,0.0017173616,0.00094633864,0.000029011071,0.00013584371,0.02783163,0.00008716906,0.00035737175,0.7506631,0.21224853,0.0058298614],"study_design_scores_gemma":[0.00010084994,0.000005471965,0.0243604,0.000094236646,0.000016187398,0.000004444485,0.0013257737,0.000054294313,0.0000038389517,0.002750235,0.971027,0.00025722582],"about_ca_topic_score_codex":0.013266338,"about_ca_topic_score_gemma":0.003996919,"teacher_disagreement_score":0.7587785,"about_ca_system_score_codex":0.003648025,"about_ca_system_score_gemma":0.005316672,"threshold_uncertainty_score":0.99330443},"labels":[],"label_agreement":null},{"id":"W4403910965","doi":"10.1016/b978-0-443-14082-2.00049-1","title":"Increased soil erosion in the Anthropocene","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Anthropocene; Erosion; Environmental science; Earth science; Geology; Hydrology (agriculture); Archaeology; Geography; Geomorphology; Geotechnical engineering; Paleontology","score_opus":0.020528598477888474,"score_gpt":0.30909794728874074,"score_spread":0.2885693488108523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910965","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011398866,0.0009101453,0.0000012509745,0.0010685336,0.0010826603,0.00150185,0.000021688647,0.00013418171,0.9941398],"genre_scores_gemma":[0.21839574,0.000048112437,0.000009708874,0.0003609492,0.0013142943,0.00007989704,0.000032911386,0.000068037196,0.7796903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968246,0.0003467315,0.0007225556,0.00059288746,0.0010401217,0.00047309912],"domain_scores_gemma":[0.9983812,0.000241953,0.00025319582,0.0006951158,0.0003570776,0.000071438946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0041043623,0.00039044785,0.00047234228,0.00034188843,0.0006725934,0.000294129,0.00074362446,0.00047068507,0.00045355092],"category_scores_gemma":[0.00023699056,0.00029606605,0.00021827422,0.00011462556,0.00085042184,0.00009973357,0.0001386027,0.0009032893,0.00023544418],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013293549,0.000028066377,0.00018260602,0.00040267673,0.00004062056,0.00009410056,0.022804612,0.0000010798176,0.000007958557,0.7640927,0.0013823875,0.2109499],"study_design_scores_gemma":[0.00012884769,0.000030350036,0.000117228905,0.0004128388,0.000041902313,0.0000029645284,0.0014145995,0.0000069201346,0.0000039164615,0.19902512,0.7985016,0.00031371656],"about_ca_topic_score_codex":0.0009150707,"about_ca_topic_score_gemma":0.009458427,"teacher_disagreement_score":0.7971192,"about_ca_system_score_codex":0.00071894465,"about_ca_system_score_gemma":0.00075978384,"threshold_uncertainty_score":0.99994916},"labels":[],"label_agreement":null},{"id":"W4404913514","doi":"10.31219/osf.io/qzhvy","title":"Risk and the Gender Gap in Attitudes toward Artificial Intelligence","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gender gap; Psychology; Artificial intelligence; Computer science; Demographic economics; Economics","score_opus":0.10623176486093247,"score_gpt":0.3999944927377068,"score_spread":0.2937627278767744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404913514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64500344,0.004002375,0.016080514,0.022389304,0.0072533325,0.0067820637,0.000042103762,0.0006466514,0.2978002],"genre_scores_gemma":[0.99738294,0.00016562777,0.00019593275,0.00009233135,0.00081474043,0.00014822121,0.0000053590593,0.000018489898,0.0011763292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996631,0.0011350295,0.00069121056,0.000623295,0.0005558461,0.00036361453],"domain_scores_gemma":[0.9985505,0.0004898496,0.00018121256,0.0004138667,0.00031555773,0.00004903329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008402274,0.0002319852,0.00035777187,0.0002329952,0.00039415678,0.00060987665,0.00054500386,0.0003006546,0.00023037511],"category_scores_gemma":[0.001686359,0.00015932844,0.00011318971,0.00052062253,0.0011605114,0.000072418115,0.0010328013,0.001167801,0.00004906579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017178234,0.00002859881,0.011453375,0.00032150367,0.00003277298,0.0000039974375,0.089888036,0.00032188668,2.824428e-7,0.89278597,0.00018473013,0.0049616606],"study_design_scores_gemma":[0.00004005442,0.00000545233,0.0046195914,0.000048385547,0.000025944113,4.814393e-7,0.036635306,0.0012887857,0.000005369361,0.9561695,0.0009469873,0.00021416773],"about_ca_topic_score_codex":0.07278291,"about_ca_topic_score_gemma":0.04950926,"teacher_disagreement_score":0.35237953,"about_ca_system_score_codex":0.00041423333,"about_ca_system_score_gemma":0.0006879485,"threshold_uncertainty_score":0.9678347},"labels":[],"label_agreement":null},{"id":"W4405463151","doi":"10.1007/s41463-024-00194-8","title":"Original Nature: Awakening World-Changing Leadership in the Wild","year":2024,"lang":"en","type":"article","venue":"Humanistic Management Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Political science; Environmental ethics; Philosophy","score_opus":0.0832432465062486,"score_gpt":0.3575232807809181,"score_spread":0.2742800342746695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405463151","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013595865,0.0035151045,0.020321703,0.032328375,0.008087697,0.0020619256,0.0000026518562,0.00039995625,0.91968673],"genre_scores_gemma":[0.97553015,0.000020849668,0.00022668738,0.0008678011,0.002274565,0.00003088423,0.0000042372153,0.000022033926,0.021022808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99677694,0.00060324895,0.00048299777,0.00029644347,0.0010656163,0.00077474775],"domain_scores_gemma":[0.99921227,0.00026271684,0.00012551981,0.00022703306,0.00011433109,0.000058158417],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009137571,0.00018112433,0.00016276487,0.0011262405,0.0018164621,0.0017070563,0.00070739724,0.00007245368,0.00074756495],"category_scores_gemma":[0.00018828333,0.00014291468,0.00010157101,0.0018558258,0.0002015794,0.00037645228,0.00006870733,0.0012337202,0.00006140663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005743919,0.000029560415,0.0016452075,0.0002837043,0.00004207627,0.0005895959,0.0233777,0.000046869263,3.9167173e-7,0.96378744,0.008170866,0.0020208529],"study_design_scores_gemma":[0.00029753285,0.000034750756,0.0029113407,0.0006319017,0.00008276112,0.000057322322,0.14822192,0.00079734164,3.798313e-7,0.13867871,0.707959,0.0003270152],"about_ca_topic_score_codex":0.00015042444,"about_ca_topic_score_gemma":0.0017301512,"teacher_disagreement_score":0.96193427,"about_ca_system_score_codex":0.0007255794,"about_ca_system_score_gemma":0.00013495536,"threshold_uncertainty_score":0.99948305},"labels":[],"label_agreement":null},{"id":"W4405857855","doi":"10.53368/ep66cepbed","title":"Sin biodiversidad no hay vida","year":2023,"lang":"es","type":"article","venue":"Ecología Política Cuadernos de debate internacional","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science; Geography","score_opus":0.01972189672028937,"score_gpt":0.32410588998815715,"score_spread":0.3043839932678678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405857855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9035415,0.000074531396,0.00012989096,0.048953563,0.007460534,0.0012622743,0.00036595226,0.00086512056,0.03734663],"genre_scores_gemma":[0.973918,0.000109535606,0.00012634373,0.0014437522,0.0024961669,0.00010678791,0.00015908349,0.00008222584,0.021558063],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99296135,0.0012143002,0.0012535548,0.0011516538,0.0013884951,0.0020306646],"domain_scores_gemma":[0.9959822,0.0011583148,0.00057777716,0.0006939864,0.0011179709,0.0004696945],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003213592,0.0006642535,0.00073879515,0.0008592951,0.0014295088,0.0007037549,0.0016967295,0.00077507994,0.004839612],"category_scores_gemma":[0.003330816,0.00070874474,0.0004841213,0.0016730392,0.0013349648,0.0006046311,0.00075135764,0.00093686156,0.01990629],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004885384,0.0014602251,0.39184546,0.0009371668,0.0012230304,0.0015205638,0.03771506,0.00029624603,0.0018208348,0.21433336,0.3444647,0.003894844],"study_design_scores_gemma":[0.002205247,0.0007145414,0.14227408,0.00034627735,0.0001799048,0.00006783482,0.01408758,0.005602992,0.0005828436,0.022097148,0.8101323,0.0017092307],"about_ca_topic_score_codex":0.0035475618,"about_ca_topic_score_gemma":0.00086806517,"teacher_disagreement_score":0.46566764,"about_ca_system_score_codex":0.0023869507,"about_ca_system_score_gemma":0.0012335286,"threshold_uncertainty_score":0.9998705},"labels":[],"label_agreement":null},{"id":"W4406163873","doi":"10.2139/ssrn.5013086","title":"How Experience Moderates the Impact of Generative AI Ideas on the Research Process","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Generative grammar; Novelty; Moderation; Generative model; Process (computing); Psychology; Perception; Artificial intelligence; Computer science; Social psychology","score_opus":0.06077388451820398,"score_gpt":0.4611314829967984,"score_spread":0.4003575984785944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406163873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9396006,0.0024694519,0.0030514535,0.04460431,0.00046249817,0.002306229,0.000016021868,0.000037157395,0.007452265],"genre_scores_gemma":[0.9925053,0.0005541032,0.00000445917,0.000078721794,0.0010357052,0.00022431328,0.000004003147,0.000018637542,0.0055747204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9906855,0.004029274,0.0005404059,0.0004675784,0.0017572753,0.0025199573],"domain_scores_gemma":[0.99346507,0.00084286527,0.0005720635,0.000657079,0.004397441,0.00006547029],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.022193953,0.00031032242,0.00039405868,0.0003345657,0.0034391447,0.0009959061,0.0022330878,0.00026486747,0.000031522748],"category_scores_gemma":[0.0044149137,0.00016317934,0.00030620364,0.0011987418,0.0011530459,0.00027923458,0.00030111044,0.008420449,0.0000014965442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007190771,0.00009052915,0.0017333174,0.00003882748,0.00026027946,0.0000010021131,0.09708742,0.0070236274,0.00002878418,0.892401,0.0006716957,0.00059163274],"study_design_scores_gemma":[0.00010628401,0.0001918309,0.0003067498,0.00011081411,0.000011138924,0.0000051365273,0.16508313,0.0011599053,0.00014463613,0.8325655,0.00015899263,0.00015590257],"about_ca_topic_score_codex":0.01171734,"about_ca_topic_score_gemma":0.009367022,"teacher_disagreement_score":0.067995705,"about_ca_system_score_codex":0.005944903,"about_ca_system_score_gemma":0.040586174,"threshold_uncertainty_score":0.9978711},"labels":[],"label_agreement":null},{"id":"W4406619528","doi":"10.1287/mnsc.2024.05529","title":"Can Socially Minded Governance Control the Artificial General Intelligence Beast?","year":2025,"lang":"en","type":"article","venue":"Management Science","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Corporate governance; Control (management); Computer science; Business; Artificial intelligence; Operations research; Economics; Management science; Management; Mathematics","score_opus":0.013858299173031078,"score_gpt":0.3242936290823309,"score_spread":0.31043532990929984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406619528","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19630042,0.00016749269,0.084650576,0.16961637,0.0074875955,0.005743278,0.000023181616,0.00040227736,0.5356088],"genre_scores_gemma":[0.9846664,0.000008625281,0.00030200963,0.0015563591,0.000303368,0.00009835539,0.0000010609658,0.000005878414,0.013057949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967405,0.0002662248,0.00043559453,0.00056081585,0.0012773238,0.00071953784],"domain_scores_gemma":[0.99867624,0.00011069543,0.00020447637,0.0005170789,0.00042701105,0.00006446914],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00589295,0.00015637267,0.00016764352,0.00016428188,0.0033338207,0.0005850481,0.00187003,0.00004829702,0.000071559094],"category_scores_gemma":[0.0007123472,0.00012904225,0.00006946879,0.0030477399,0.0025311632,0.00035244727,0.0002675906,0.00016530714,0.000025630747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008186999,0.000040526436,0.0037795005,0.000020451358,0.000014188366,0.0000030876824,0.0039833654,0.00040043017,0.000051879815,0.9707729,0.0010832361,0.019842222],"study_design_scores_gemma":[0.00053798297,0.00006665119,0.2164218,0.00010571999,0.00009884064,6.2107034e-7,0.045268178,0.008384336,0.00061026163,0.60736966,0.120287806,0.00084815116],"about_ca_topic_score_codex":0.0049529094,"about_ca_topic_score_gemma":0.010484379,"teacher_disagreement_score":0.78836596,"about_ca_system_score_codex":0.0009178886,"about_ca_system_score_gemma":0.0008637678,"threshold_uncertainty_score":0.9979637},"labels":[],"label_agreement":null},{"id":"W4406642124","doi":"10.1016/j.joitmc.2025.100484","title":"Designing innovation ecosystems for biointelligent value creation – Identification of promising technology fields and pioneer countries","year":2025,"lang":"en","type":"article","venue":"Journal of Open Innovation Technology Market and Complexity","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Identification (biology); Value creation; Value (mathematics); Ecosystem; Business; Engineering; Knowledge management; Industrial organization; Computer science; Ecology; Biology","score_opus":0.04389318045965848,"score_gpt":0.3797355140885922,"score_spread":0.3358423336289337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406642124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6884439,0.00018586042,0.292698,0.014786424,0.00041765507,0.0015917106,0.000008088263,0.00004936082,0.0018190137],"genre_scores_gemma":[0.9932536,0.00003653788,0.006038687,0.00006967626,0.000055637684,0.000056767392,0.000012122574,0.000007948957,0.00046903265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99748915,0.0001779175,0.0016859501,0.00022662732,0.00023484633,0.00018548185],"domain_scores_gemma":[0.9925068,0.00022114985,0.0018301642,0.0002021793,0.005227142,0.00001255589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007479524,0.00013232316,0.00040830005,0.0029237997,0.0006922163,0.00022173118,0.0004188647,0.0003283174,0.000017915381],"category_scores_gemma":[0.003457816,0.0001328839,0.000024196019,0.004639614,0.0007037123,0.000642877,0.00014372711,0.00023620338,1.3990315e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012349144,0.000056639186,0.033161636,0.00024883443,0.00006643995,3.2591925e-7,0.00068403804,0.0000054878665,0.0029722468,0.9533651,0.0008400853,0.008475678],"study_design_scores_gemma":[0.0010133047,0.00023003005,0.00918513,0.0003579607,0.00005557894,0.000015595493,0.012553515,0.0012249924,0.020729735,0.9405868,0.013848055,0.00019929564],"about_ca_topic_score_codex":0.00019150204,"about_ca_topic_score_gemma":0.00013641016,"teacher_disagreement_score":0.3048097,"about_ca_system_score_codex":0.00023147037,"about_ca_system_score_gemma":0.00047984248,"threshold_uncertainty_score":0.54188484},"labels":[],"label_agreement":null},{"id":"W4407020962","doi":"10.1038/s41467-024-53956-1","title":"Artificial Intelligence (AI)-driven approach to climate action and sustainable development","year":2025,"lang":"en","type":"article","venue":"Nature Communications","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Action (physics); Computer science; Sustainable development; Ecology; Biology","score_opus":0.049095568905130026,"score_gpt":0.4033387177196728,"score_spread":0.3542431488145428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407020962","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15730625,0.0036570057,0.11818689,0.12959129,0.0016419257,0.009038256,0.00002058784,0.0011449101,0.5794129],"genre_scores_gemma":[0.9871016,0.000068495596,0.0105901295,0.0005517695,0.0000620529,0.00021836243,0.000042482425,0.000008497409,0.0013565747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828523,0.00043455264,0.0003775278,0.00026158337,0.00024250073,0.00039861054],"domain_scores_gemma":[0.9977716,0.00021948045,0.00009042894,0.0008612499,0.0009904435,0.00006678505],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002074394,0.0001161375,0.00014605573,0.00034468446,0.0030097445,0.00022257566,0.0008857869,0.00024292848,0.0000063848465],"category_scores_gemma":[0.0011066163,0.00012458488,0.00002795152,0.0016163867,0.00027218508,0.00027647594,0.00062285125,0.00065220933,0.000008813229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000076101223,0.00012469737,0.0032775158,0.00007457018,0.000013891461,1.5558804e-7,0.013880636,0.00007383977,0.000014056941,0.97480154,0.00094365317,0.006787828],"study_design_scores_gemma":[0.00006640273,0.00002001418,0.023272978,0.000057729845,0.00002865529,9.514966e-7,0.15362579,0.001827513,0.00022160908,0.042238973,0.7782514,0.00038798124],"about_ca_topic_score_codex":0.0007500322,"about_ca_topic_score_gemma":0.0055924538,"teacher_disagreement_score":0.9325626,"about_ca_system_score_codex":0.00067154545,"about_ca_system_score_gemma":0.0006237677,"threshold_uncertainty_score":0.9982882},"labels":[],"label_agreement":null},{"id":"W4407264832","doi":"10.29173/cais2006","title":"From Quantum Leaps to Stumbles","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"LEAPS; Business","score_opus":0.023345202947087054,"score_gpt":0.31138379958201284,"score_spread":0.2880385966349258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407264832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470803,0.00006598224,0.00006836567,0.010821018,0.000487256,0.00076341536,0.00010089165,0.00007678245,0.040535998],"genre_scores_gemma":[0.99625003,0.000015569818,0.00019158045,0.00029826508,0.00025960468,0.000052703734,0.000004231507,0.000016712036,0.002911288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975367,0.00009144064,0.00071581645,0.0004209953,0.00071990176,0.00051511504],"domain_scores_gemma":[0.93496305,0.00030844597,0.0006171427,0.00027147224,0.0637205,0.00011936425],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018456503,0.0002492878,0.00053001853,0.0002937922,0.00048379638,0.0021816567,0.0022483144,0.00019269198,0.00004887965],"category_scores_gemma":[0.047556587,0.00021137689,0.00015954072,0.0012916746,0.00070679234,0.0047906833,0.00059451425,0.00027355013,0.0000050171225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105318846,0.00016978449,0.26496524,0.00030956496,0.00010197026,4.9492326e-7,0.2138314,0.0000055853593,0.004025885,0.4996166,0.014929242,0.0019389435],"study_design_scores_gemma":[0.0008098371,0.00029394758,0.22590163,0.00091527915,0.00013871252,0.0000013412277,0.18431681,0.00016353985,0.011787807,0.18661977,0.38838795,0.0006633714],"about_ca_topic_score_codex":0.016872574,"about_ca_topic_score_gemma":0.0009947474,"teacher_disagreement_score":0.37345868,"about_ca_system_score_codex":0.00023828768,"about_ca_system_score_gemma":0.0009911596,"threshold_uncertainty_score":0.99885416},"labels":[],"label_agreement":null},{"id":"W4407266108","doi":"10.1007/978-3-031-82742-6_7","title":"Future Directions and Innovations","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"History","score_opus":0.015589939303162022,"score_gpt":0.30959704421082745,"score_spread":0.2940071049076654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407266108","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039784467,0.00042398876,0.00019489518,0.009090739,0.0015444524,0.0006958975,0.000027194897,0.00026948773,0.9877136],"genre_scores_gemma":[0.0043107113,0.00020983895,0.0001938975,0.00034021272,0.001879147,0.000032626544,0.000065161985,0.000020391788,0.992948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985907,0.000058253732,0.00041929932,0.00036731578,0.00034577973,0.00021862157],"domain_scores_gemma":[0.9981338,0.00013312335,0.0001679073,0.00031184542,0.0012041244,0.000049232698],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076009514,0.00021379323,0.00026620753,0.00051299337,0.0013600319,0.00014887813,0.00018221328,0.00043824615,0.0011463192],"category_scores_gemma":[0.00027173662,0.00021451064,0.00006692624,0.00037442957,0.00035655499,0.0001640114,0.000080685,0.00039171477,0.000021727974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.915714e-7,0.0000075437533,0.00018375214,0.000053462,0.000034062847,8.3702963e-7,0.0024867016,1.3168587e-7,2.1791143e-7,0.9546565,0.035342272,0.007233561],"study_design_scores_gemma":[0.000053906755,0.000007384782,0.00027256482,0.00003370461,0.00002071154,5.65389e-7,0.0021258565,0.0000019913864,1.7960159e-7,0.12577401,0.8715261,0.00018300075],"about_ca_topic_score_codex":0.002680773,"about_ca_topic_score_gemma":0.015708962,"teacher_disagreement_score":0.83618385,"about_ca_system_score_codex":0.00037525833,"about_ca_system_score_gemma":0.00079249684,"threshold_uncertainty_score":0.99994004},"labels":[],"label_agreement":null},{"id":"W4407871921","doi":"10.2139/ssrn.5119808","title":"Eat more plants vs. eat less meat: Do-more-good frames increase climate action likelihood and anticipated happiness compared to do-less-bad frames","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Happiness; Action (physics); Food science; Economics; Environmental science; Psychology; Social psychology; Chemistry; Physics","score_opus":0.02314902275020522,"score_gpt":0.350728605636936,"score_spread":0.3275795828867308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407871921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857308,0.0025450934,0.0022840984,0.0035275929,0.0020888005,0.0020224657,0.0001835982,0.00027639896,0.0013411514],"genre_scores_gemma":[0.9936201,0.0034315756,0.00011271458,0.00024036098,0.0016105259,0.00013234376,0.00018404749,0.00007554208,0.0005928203],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9898421,0.0015217683,0.0014991511,0.001255312,0.0015651997,0.0043164636],"domain_scores_gemma":[0.9953505,0.00031474238,0.0011194404,0.0008184329,0.0019518987,0.00044499256],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0072024143,0.0009053413,0.0014574267,0.0011263713,0.0023554426,0.001365405,0.0013934461,0.000980364,0.00003325226],"category_scores_gemma":[0.0010115879,0.0008815015,0.00030704826,0.0010929253,0.00047614347,0.00054987345,0.0008125213,0.0057032565,0.000009345794],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0021173689,0.0009605981,0.72670263,0.0024647159,0.0023052725,0.00009654861,0.09028715,0.0023618923,0.00016671304,0.14726707,0.0007673732,0.02450264],"study_design_scores_gemma":[0.0050589126,0.0006341226,0.2657304,0.0041310024,0.00093991787,0.00026905633,0.4476316,0.001563329,0.00017445115,0.26315615,0.0068745436,0.0038364977],"about_ca_topic_score_codex":0.0240984,"about_ca_topic_score_gemma":0.03131855,"teacher_disagreement_score":0.46097225,"about_ca_system_score_codex":0.0040493603,"about_ca_system_score_gemma":0.00862919,"threshold_uncertainty_score":0.9997739},"labels":[],"label_agreement":null},{"id":"W4408185835","doi":"10.5751/es-15810-300130","title":"Towards an incoherent convergence science: diverse economies, crises, and recoveries, and the hope for better futures","year":2025,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Futures contract; Convergence (economics); Economics; Economic geography; Business; Financial economics; Macroeconomics","score_opus":0.014458120676668585,"score_gpt":0.32167411463789186,"score_spread":0.3072159939612233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408185835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98611814,0.00031619525,0.000092996655,0.009028979,0.00093708764,0.0007979037,0.000014452666,0.000024994866,0.0026692695],"genre_scores_gemma":[0.996046,0.0003191541,0.00026049934,0.0022749468,0.00018759802,0.00008949143,0.0000045239585,0.0000032544165,0.0008145253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989255,0.00020326077,0.00019071324,0.00032278482,0.000087430184,0.0002702779],"domain_scores_gemma":[0.9992284,0.00027865634,0.00008132205,0.00013528108,0.00022382861,0.000052490996],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0032804403,0.00009776743,0.0001923018,0.000033703596,0.0033900475,0.00016051716,0.00018755448,0.00013850175,0.00004668013],"category_scores_gemma":[0.00039813924,0.0000745129,0.00003969214,0.00018990423,0.004432169,0.00037425515,0.00016290428,0.00012562065,2.8135602e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006611894,0.000033270568,0.26872918,0.00010712212,0.000058915877,2.5363326e-7,0.08934651,0.0000026770265,0.0000065160048,0.62317383,0.013441065,0.0050345603],"study_design_scores_gemma":[0.0017032251,0.00011513973,0.65665346,0.000007722425,0.00004812427,0.0000010995379,0.14777023,0.00033478183,0.000016880795,0.11528611,0.07785307,0.00021018652],"about_ca_topic_score_codex":0.0025893224,"about_ca_topic_score_gemma":0.0072437637,"teacher_disagreement_score":0.5078877,"about_ca_system_score_codex":0.00016280213,"about_ca_system_score_gemma":0.0006124665,"threshold_uncertainty_score":0.9982772},"labels":[],"label_agreement":null},{"id":"W4408957858","doi":"10.1029/2025ef006299","title":"Thank You to Our 2024 Reviewers","year":2025,"lang":"en","type":"article","venue":"Earth s Future","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Wageningen University and Research; Goddard Space Flight Center","keywords":"Environmental science","score_opus":0.010955588424214725,"score_gpt":0.34697872766742205,"score_spread":0.3360231392432073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408957858","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103336826,0.00409339,0.0006651049,0.21830025,0.02833982,0.0036069702,0.000025677018,0.00047973538,0.6411522],"genre_scores_gemma":[0.7700069,0.000058582755,0.00039109148,0.002919258,0.004955639,0.000053188807,0.000009075316,0.000013134113,0.22159314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983656,0.00029928025,0.0002788559,0.00030303776,0.000400075,0.00035316125],"domain_scores_gemma":[0.9989906,0.000028321543,0.00006678799,0.00037125286,0.00045825905,0.00008480712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001689997,0.0001300972,0.00020986029,0.00016667358,0.0005801372,0.000117664946,0.0003280623,0.00010361756,0.00026179245],"category_scores_gemma":[0.00075794366,0.000117737865,0.000088124034,0.0014864943,0.000040963674,0.0001481427,0.00006201579,0.00022965303,0.00021555371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018220378,0.000044485,0.03836706,0.0003067818,0.00003933668,0.000008364662,0.024852484,0.00002724607,0.000016225062,0.37312457,0.5406645,0.022530736],"study_design_scores_gemma":[0.000080665006,0.000013771842,0.018585725,0.000064128035,0.000008624446,2.2308643e-7,0.026108155,0.0000019925308,0.00000972071,0.0017738744,0.9532332,0.000119943],"about_ca_topic_score_codex":0.0012381957,"about_ca_topic_score_gemma":0.0053334413,"teacher_disagreement_score":0.6666701,"about_ca_system_score_codex":0.000116200994,"about_ca_system_score_gemma":0.0004079618,"threshold_uncertainty_score":0.48012108},"labels":[],"label_agreement":null},{"id":"W4409151880","doi":"10.31219/osf.io/qzhvy_v3","title":"Risk and the Gender Gap in Attitudes toward Artificial Intelligence","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gender gap; Psychology; Artificial intelligence; Computer science; Demographic economics; Economics","score_opus":0.10258435124112894,"score_gpt":0.4031128664418964,"score_spread":0.3005285152007675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409151880","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3142052,0.0020282487,0.090162925,0.020533921,0.0061979243,0.009514548,0.00006712018,0.0005372587,0.55675286],"genre_scores_gemma":[0.99674934,0.00018432621,0.0003311807,0.00015060566,0.00042964492,0.0001477895,0.000006587578,0.00000758075,0.001992971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99640775,0.0014959099,0.0007028284,0.0005603877,0.00048206863,0.00035103597],"domain_scores_gemma":[0.9981061,0.00070563145,0.0002424437,0.0004620015,0.00044304534,0.00004073469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007817729,0.00021859011,0.00038739896,0.00023706652,0.00053666136,0.00035170058,0.00065439916,0.00030907034,0.00018027081],"category_scores_gemma":[0.0026663642,0.00015864159,0.000100804675,0.0005285107,0.0010811366,0.000094178125,0.0007403504,0.00083899917,0.00000900548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025410962,0.000040644212,0.04481448,0.00021968763,0.000028290682,0.000001235406,0.06308405,0.00057113665,1.1790781e-7,0.88536394,0.00013302903,0.0057179905],"study_design_scores_gemma":[0.000091324764,0.000005878931,0.01814557,0.000058040154,0.000026801239,2.0160955e-7,0.0426894,0.0012455526,0.000007594899,0.93586713,0.0015980265,0.00026444808],"about_ca_topic_score_codex":0.09501102,"about_ca_topic_score_gemma":0.06125461,"teacher_disagreement_score":0.6825441,"about_ca_system_score_codex":0.0003967585,"about_ca_system_score_gemma":0.00089416746,"threshold_uncertainty_score":0.95587504},"labels":[],"label_agreement":null},{"id":"W4410290307","doi":"10.1007/978-3-031-90042-6_7","title":"AI and Diverse Ways of Knowing","year":2025,"lang":"en","type":"book-chapter","venue":"Artificial intelligence, simulation and society","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Computer science; Cognitive science; Psychology","score_opus":0.09372915268288995,"score_gpt":0.3708360991346554,"score_spread":0.2771069464517654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410290307","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005996383,0.00062976,0.099631,0.01015828,0.001733399,0.0030365114,0.000083159815,0.000331841,0.87839967],"genre_scores_gemma":[0.95586824,0.00009664258,0.00015594707,0.0013491744,0.00044356924,0.000004397103,0.000025713683,0.00001631501,0.042039998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99833465,0.00006851139,0.00062825636,0.0003617973,0.00039140726,0.00021536321],"domain_scores_gemma":[0.99827206,0.00044139597,0.00025669535,0.00018245752,0.0007915516,0.00005586659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011020364,0.00020240649,0.00033058706,0.00011821818,0.000859012,0.00010783177,0.0001250034,0.00046545744,0.00017978797],"category_scores_gemma":[0.00026563802,0.00021872822,0.00016981502,0.00016182335,0.0007942757,0.00020774687,0.000092937,0.000343419,0.000005393493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060709854,0.000012053751,0.00018885492,0.00012243188,0.000043656033,6.908995e-7,0.025466887,0.0010619874,0.000002617166,0.94834983,0.00075497257,0.02398996],"study_design_scores_gemma":[0.000058651534,0.00005244661,0.00009560413,0.00018191234,0.000100401696,1.9417067e-7,0.022561437,0.06885376,0.000033664815,0.71532154,0.19226745,0.00047296283],"about_ca_topic_score_codex":0.000854139,"about_ca_topic_score_gemma":0.00037506112,"teacher_disagreement_score":0.94987184,"about_ca_system_score_codex":0.00014668169,"about_ca_system_score_gemma":0.00023979104,"threshold_uncertainty_score":0.8919478},"labels":[],"label_agreement":null},{"id":"W4410389038","doi":"10.5070/p5.47440","title":"Artifacts in the Experience of Fuzzy “Nature”: A Commentary","year":2025,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Fuzzy logic; Psychology; Computer science; Sociology; Artificial intelligence","score_opus":0.01427208108750707,"score_gpt":0.34887305511287536,"score_spread":0.3346009740253683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410389038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85415554,0.00027960492,0.00009252505,0.037750155,0.0008242099,0.0010937334,0.00000702539,0.000045694476,0.105751485],"genre_scores_gemma":[0.9955097,0.000005626313,0.00003544211,0.0038198046,0.00008235243,0.00012683902,0.000009022648,0.0000063224506,0.00040491077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9974205,0.00080533436,0.0004829663,0.00025255408,0.00054263865,0.0004960097],"domain_scores_gemma":[0.9986931,0.00048303674,0.00015062472,0.00045308002,0.0001858992,0.000034234137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029194911,0.00013261537,0.000224147,0.00019288129,0.00048200946,0.000071814735,0.0007323197,0.00016110508,0.000037596717],"category_scores_gemma":[0.0009887213,0.000104896426,0.0000777317,0.0012419404,0.000355764,0.0002399884,0.00010704335,0.00039916165,0.0000036075185],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034704077,0.0001833943,0.39243993,0.00009347982,0.000016051137,0.0000041913554,0.11978624,0.000018051953,0.00003414181,0.47421867,0.011813866,0.0013572784],"study_design_scores_gemma":[0.0006201955,0.00007555934,0.13770905,0.00015510415,0.000016057356,9.60622e-7,0.6139819,0.000052485324,0.00066704303,0.098850615,0.14757554,0.00029547533],"about_ca_topic_score_codex":0.011558757,"about_ca_topic_score_gemma":0.019289479,"teacher_disagreement_score":0.49419567,"about_ca_system_score_codex":0.0002603246,"about_ca_system_score_gemma":0.00023725022,"threshold_uncertainty_score":0.9986059},"labels":[],"label_agreement":null},{"id":"W4411274801","doi":"10.1016/j.csbj.2025.06.024","title":"A Nano Risk Governance Portal supporting risk governance of nanomaterials and nano-enabled products","year":2025,"lang":"en","type":"review","venue":"Computational and Structural Biotechnology Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Horizon 2020; Horizon 2020 Framework Programme; Bundesanstalt für Arbeitsschutz und Arbeitsmedizin; Rijksinstituut voor Volksgezondheid en Milieu; Universität für Bodenkultur Wien; European Commission; Aarhus Universitet","keywords":"Nano-; Nanomaterials; Corporate governance; Risk governance; Nanotechnology; Business; Risk analysis (engineering); Engineering; Materials science; Chemical engineering; Finance","score_opus":0.011636810194232858,"score_gpt":0.3172676979338236,"score_spread":0.30563088773959074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411274801","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.078230724,0.9172028,0.00016090825,0.00084900705,0.0015583113,0.0011769541,0.0005374,0.000090929636,0.00019301125],"genre_scores_gemma":[0.16971861,0.8274006,0.0020247428,0.000012716881,0.0004349434,0.000016355923,0.00004972767,0.000021033953,0.0003212444],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576557,0.000787978,0.001743941,0.00063424645,0.0005538127,0.0005144753],"domain_scores_gemma":[0.99375737,0.00044882647,0.004697356,0.00022948845,0.00078420946,0.00008272854],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002217556,0.0004474657,0.0015125904,0.0002542875,0.0015636333,0.00018922145,0.00052990153,0.0007103136,0.000051712144],"category_scores_gemma":[0.004343537,0.0003582299,0.00018486539,0.0008722848,0.0011376803,0.00031587106,0.00025240163,0.0008631634,0.0000010975987],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036731628,0.00003083087,0.0023354427,0.010183504,0.00048392566,0.00004908923,0.0013318505,0.00007700459,0.000025964986,0.18697225,0.0006121646,0.7978612],"study_design_scores_gemma":[0.0025778126,0.0005816282,0.012210646,0.015226262,0.0018326667,0.0038731012,0.0025179782,0.00031789843,0.00016536482,0.25702998,0.70081514,0.0028515165],"about_ca_topic_score_codex":0.00046686368,"about_ca_topic_score_gemma":0.00009143855,"teacher_disagreement_score":0.79500973,"about_ca_system_score_codex":0.00028175386,"about_ca_system_score_gemma":0.0019461614,"threshold_uncertainty_score":0.999887},"labels":[],"label_agreement":null},{"id":"W4412186947","doi":"10.5194/esd-16-979-2025","title":"Delineating the technosphere: definition, categorization, and characteristics","year":2025,"lang":"en","type":"article","venue":"Earth System Dynamics","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"H2020 European Research Council; Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Canada Research Chairs","keywords":"Categorization; Computer science; Artificial intelligence","score_opus":0.008227367203900118,"score_gpt":0.2658157933941824,"score_spread":0.25758842619028227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412186947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.578843,0.0003659455,0.2853062,0.007898695,0.0032193463,0.0032155185,0.00008304757,0.0011315265,0.11993673],"genre_scores_gemma":[0.9969197,0.000010533952,0.0004492925,0.00011664314,0.0002453465,0.000054161523,0.00006639883,0.000014223496,0.002123714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99826175,0.0003289994,0.0005678817,0.000250611,0.0003095561,0.00028120072],"domain_scores_gemma":[0.99826634,0.00022249007,0.00024781065,0.00032126982,0.00090431795,0.000037777158],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019178551,0.00014108444,0.0002046489,0.00009210136,0.0017407286,0.00027629553,0.00024683692,0.00013976499,0.000009546125],"category_scores_gemma":[0.0010436465,0.000118915734,0.000034848385,0.0009903923,0.00025948204,0.00015652989,0.00006638267,0.00017641726,0.000008898149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023536954,0.000010311684,0.07096931,0.00022426303,0.000014510077,0.0000011962362,0.0024369438,0.000031315933,0.000002639494,0.923728,0.000099407705,0.0024797807],"study_design_scores_gemma":[0.0014976515,0.00011100846,0.19114879,0.001277085,0.00023905867,0.000035914603,0.3479303,0.33982387,0.000023080333,0.052113157,0.06426338,0.0015366938],"about_ca_topic_score_codex":0.0024870841,"about_ca_topic_score_gemma":0.005828713,"teacher_disagreement_score":0.8716148,"about_ca_system_score_codex":0.00031965165,"about_ca_system_score_gemma":0.00036796185,"threshold_uncertainty_score":0.99955887},"labels":[],"label_agreement":null},{"id":"W4412210072","doi":"","title":"Mass-Mobilizing Innovative Climate Action:Responsible Innovation Strategies of Environmental Organizations","year":2024,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Action (physics); Business; Environmental resource management; Environmental planning; Environmental science; Physics","score_opus":0.03549072531593554,"score_gpt":0.31588235428231454,"score_spread":0.280391628966379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412210072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9467634,0.000101911166,0.0018787741,0.00037390628,0.00012329365,0.0007853856,0.0012208752,0.00009026632,0.04866218],"genre_scores_gemma":[0.98712045,0.00009308137,0.00072774885,0.0000031380143,0.00007063394,2.8823345e-7,0.0001144669,0.000036526395,0.011833671],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.995841,0.0009355875,0.00048770904,0.00057138817,0.0015498998,0.0006144023],"domain_scores_gemma":[0.99601215,0.00045785913,0.0005145207,0.00046107543,0.0024399252,0.000114466326],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004280882,0.00024052651,0.00044060493,0.001907094,0.0014627285,0.00008369638,0.0008780642,0.00031479276,0.009091944],"category_scores_gemma":[0.00040964712,0.00031802867,0.00014601703,0.0069887294,0.0028986263,0.00086154416,0.00036725804,0.0006073134,0.00035719355],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011110326,0.0008684789,0.12061768,0.002234103,0.0010491336,0.00034601262,0.49531454,0.00040238554,0.05247117,0.31860754,0.0020071615,0.0049707713],"study_design_scores_gemma":[0.0005276189,0.00012738576,0.0035464969,0.0002087294,0.000055379474,0.0000029577845,0.9868572,0.0002625635,0.00021093359,0.0042573023,0.0036804797,0.00026299042],"about_ca_topic_score_codex":0.007869568,"about_ca_topic_score_gemma":0.0042015105,"teacher_disagreement_score":0.4915426,"about_ca_system_score_codex":0.0004547084,"about_ca_system_score_gemma":0.0021801589,"threshold_uncertainty_score":0.99992716},"labels":[],"label_agreement":null},{"id":"W4412408680","doi":"10.1080/10447318.2025.2526580","title":"Task–Technology Fit Leads to Conflict: The Double-Edged-Sword Effect of Generative Artificial Intelligence on Scientific Creative Performance in Humanities and Social Sciences Research","year":2025,"lang":"en","type":"article","venue":"International Journal of Human-Computer Interaction","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"SWORD; Generative grammar; Task (project management); Humanities; Sociology; Psychology; Social psychology; Artificial intelligence; Computer science; Art; Management; Economics","score_opus":0.15178825424830353,"score_gpt":0.48329000956970336,"score_spread":0.3315017553213998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412408680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98604244,0.000043480428,0.0009974513,0.0052189115,0.0026264063,0.00049842184,0.0000025626325,0.000013487615,0.0045568366],"genre_scores_gemma":[0.9985977,0.0000064143223,0.000073791816,0.0001218433,0.0006993419,0.000023545079,0.0000023489597,0.0000062528134,0.00046875994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99668187,0.00078299857,0.0008418761,0.00031153482,0.0011001674,0.00028156233],"domain_scores_gemma":[0.9958806,0.000750494,0.00046258108,0.00012086631,0.0027667598,0.000018675324],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0069413935,0.0001506313,0.00029137463,0.0026801117,0.0014034482,0.000625127,0.0009676139,0.00009697918,0.00003762829],"category_scores_gemma":[0.00036513034,0.00011634694,0.00007857741,0.0012062105,0.001991987,0.0006481862,0.00020060895,0.00067580707,0.0000062613635],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010489477,0.00033732128,0.017713064,0.00009183776,0.00016779893,0.000016051219,0.099714465,0.0032733816,0.0033307315,0.8315257,0.0015652087,0.041215494],"study_design_scores_gemma":[0.0062808567,0.021621348,0.16584367,0.0076093744,0.00020046826,0.00013444418,0.24765801,0.019648364,0.3005313,0.13975455,0.08840389,0.0023137247],"about_ca_topic_score_codex":0.0004518561,"about_ca_topic_score_gemma":0.0009711527,"teacher_disagreement_score":0.69177115,"about_ca_system_score_codex":0.0007103067,"about_ca_system_score_gemma":0.00031302052,"threshold_uncertainty_score":0.9998966},"labels":[],"label_agreement":null},{"id":"W4412531555","doi":"10.47854/36yw2198","title":"Capitaloce","year":2025,"lang":"en","type":"article","venue":"Anthropen","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.013431956273594475,"score_gpt":0.3967558707148014,"score_spread":0.38332391444120695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412531555","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20712039,0.00016371257,0.0004608994,0.0114253275,0.001103156,0.00061545015,0.00000203274,0.00013116146,0.7789779],"genre_scores_gemma":[0.9620817,0.000010735488,0.00004687271,0.00037856124,0.0001800703,0.000019477815,0.0000043667037,0.0000054042894,0.037272852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899817,0.00018513745,0.00018916787,0.00018464043,0.0002035584,0.00023935769],"domain_scores_gemma":[0.9993163,0.000070496,0.000047668404,0.00023428719,0.00030291028,0.000028354914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010039038,0.000067800946,0.000116808296,0.00008562897,0.0008386304,0.00011643536,0.00032823806,0.000057539062,0.0006345001],"category_scores_gemma":[0.0005200571,0.00006536671,0.00003389193,0.000596433,0.00041961053,0.00023951396,0.00007706511,0.000081792365,0.0001345723],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034966981,0.00004468154,0.04007707,0.000031118867,0.000015350111,0.0000034731333,0.011831862,0.000002995819,0.000017783335,0.90563244,0.03920406,0.0031356912],"study_design_scores_gemma":[0.00024502396,0.00002462472,0.03566686,0.00003307441,0.000008707248,3.0082614e-7,0.048829097,0.000023929539,0.000113691014,0.032530613,0.88233453,0.00018954944],"about_ca_topic_score_codex":0.030875504,"about_ca_topic_score_gemma":0.008987757,"teacher_disagreement_score":0.8731018,"about_ca_system_score_codex":0.00019367595,"about_ca_system_score_gemma":0.00043244965,"threshold_uncertainty_score":0.97557795},"labels":[],"label_agreement":null},{"id":"W4413062249","doi":"10.1145/3715335.3744894","title":"A Dataset-Driven Study of AI Opportunities in the Climate NGO Ecosystem","year":2025,"lang":"en","type":"article","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"De Beers (Canada); Dalhousie University; McMaster University; University of Toronto; Vector Institute","funders":"","keywords":"Ecosystem; Computer science; Environmental resource management; Environmental science; Ecology; Biology","score_opus":0.06295334002630414,"score_gpt":0.39737954562914707,"score_spread":0.3344262056028429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413062249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92584896,0.000014170618,0.000037970876,0.0040180185,0.00025374562,0.0018386557,0.00017395287,0.0000407073,0.06777384],"genre_scores_gemma":[0.998732,0.0000039064525,0.000007322787,0.00037026053,0.000053143805,0.00009622078,0.000081907,0.0000041272615,0.00065111864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99728054,0.0013018261,0.0005578515,0.0001924529,0.0004070739,0.0002602399],"domain_scores_gemma":[0.99884397,0.00027925964,0.0001272067,0.00046400868,0.00026717308,0.00001838774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045928652,0.00009376886,0.00022082272,0.0002364991,0.0004100465,0.00009705283,0.00059827877,0.000048049656,0.00008333621],"category_scores_gemma":[0.00027916164,0.00006672027,0.000026813457,0.0007632759,0.0001098956,0.00024046404,0.000117591284,0.0001326196,0.0000042190636],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011392259,0.0004955566,0.19108637,0.0002078879,0.00002605399,0.000009105504,0.0887177,0.000044000437,0.0000019587103,0.70666075,0.012454726,0.00028448537],"study_design_scores_gemma":[0.00042954457,0.0000841352,0.022082787,0.000038267575,0.000016065173,3.202567e-7,0.9164279,0.0001823928,0.0000023025582,0.0020825833,0.058550145,0.00010356188],"about_ca_topic_score_codex":0.02744414,"about_ca_topic_score_gemma":0.2015272,"teacher_disagreement_score":0.8277102,"about_ca_system_score_codex":0.00015027297,"about_ca_system_score_gemma":0.000363235,"threshold_uncertainty_score":0.9790322},"labels":[],"label_agreement":null},{"id":"W4413063583","doi":"10.1145/3715335.3735471","title":"Bridging the Gap: Climate Scientists' Concerns and Expectations for Machine Learning","year":2025,"lang":"en","type":"article","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bridging (networking); Computer science; Climate science; Data science; Climate change; Geology; Computer security; Oceanography","score_opus":0.02936744366690955,"score_gpt":0.3786749422524923,"score_spread":0.34930749858558274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413063583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57702416,0.00096656015,0.08664176,0.03345816,0.0020683503,0.0039772782,0.000033954097,0.0006530646,0.2951767],"genre_scores_gemma":[0.98617315,0.000007991361,0.0002618485,0.0001739807,0.00020422826,0.000088288,0.0000115368275,0.0000064276633,0.013072552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99882215,0.00021843068,0.00023315137,0.00022559206,0.00019240953,0.00030823672],"domain_scores_gemma":[0.9989462,0.0004491059,0.00008546776,0.00013173348,0.00035919374,0.00002828481],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002041077,0.00007850511,0.00010851616,0.00011494256,0.0034700246,0.00031864617,0.00017870382,0.000035176843,0.00005297186],"category_scores_gemma":[0.001411211,0.000060442384,0.00003990276,0.0005880236,0.0004104174,0.00018467377,0.00007205281,0.000105096966,0.0000030158487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048101406,0.000012752943,0.05486553,0.000056977504,0.000012213698,2.4930344e-7,0.026630014,0.00005740033,0.000032920896,0.9145219,0.0012774512,0.0025278234],"study_design_scores_gemma":[0.002049615,0.00010983798,0.037411556,0.00014397144,0.00010326615,0.0000025813567,0.4905895,0.082687505,0.00021665268,0.05002465,0.3359148,0.00074609666],"about_ca_topic_score_codex":0.003869948,"about_ca_topic_score_gemma":0.0077413297,"teacher_disagreement_score":0.8644972,"about_ca_system_score_codex":0.00013587328,"about_ca_system_score_gemma":0.00017153977,"threshold_uncertainty_score":0.99782735},"labels":[],"label_agreement":null},{"id":"W4413239299","doi":"10.1007/978-3-662-70586-5_14","title":"Wie wir unsere Umwelt beeinflussen","year":2025,"lang":"de","type":"book-chapter","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Umwelt; Environmental science; Philosophy; Humanities","score_opus":0.018095175728919652,"score_gpt":0.3090162128221741,"score_spread":0.29092103709325445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413239299","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00064832886,0.0008404048,0.00039189908,0.0074481126,0.0045197317,0.0027878503,0.000085778054,0.00047568575,0.9828022],"genre_scores_gemma":[0.15771991,0.00018945379,0.00016434486,0.0011673268,0.00300537,0.000055432778,0.00022110734,0.00009176886,0.8373853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99303263,0.0004371923,0.001973796,0.0015672212,0.001793676,0.0011954943],"domain_scores_gemma":[0.9939525,0.0006526655,0.00091465196,0.0015060445,0.0027028117,0.00027130396],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032429185,0.0010788307,0.0013384123,0.00075980386,0.0021033317,0.00052343484,0.0015551668,0.0015504347,0.012641993],"category_scores_gemma":[0.0009649917,0.001071509,0.00060402456,0.0007157857,0.001450774,0.0004914789,0.0005131666,0.001250297,0.002373275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025451029,0.000057237074,0.0014111507,0.0006505638,0.00031658696,0.000033726876,0.005708558,0.000014032895,0.0000037803763,0.95620984,0.032759085,0.002809978],"study_design_scores_gemma":[0.0003861704,0.000093542905,0.000482561,0.00039892254,0.00017747458,0.0000017405358,0.0051687164,0.000060411654,0.000007410009,0.120581225,0.8715653,0.0010765481],"about_ca_topic_score_codex":0.017387187,"about_ca_topic_score_gemma":0.012830776,"teacher_disagreement_score":0.8388062,"about_ca_system_score_codex":0.0016333958,"about_ca_system_score_gemma":0.0028312434,"threshold_uncertainty_score":0.9997458},"labels":[],"label_agreement":null},{"id":"W4413542716","doi":"10.64628/aam.4njc3kjad","title":"Cineplex’s $38.9 million fine is a wake-up call about corporate sustainability practices","year":2024,"lang":"en","type":"article","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Wake; Sustainability; Business; Engineering; Aerospace engineering; Ecology","score_opus":0.05445463255335039,"score_gpt":0.38912894126775655,"score_spread":0.3346743087144062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413542716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77067316,0.0014975584,0.0028658167,0.0870428,0.0054531526,0.0038529052,0.00005043092,0.0017369022,0.12682727],"genre_scores_gemma":[0.9019877,0.000031458894,0.00014710294,0.0003756135,0.001160911,0.00010936181,0.000032531254,0.000037944137,0.096117415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955295,0.00087963743,0.0008541192,0.0009071156,0.0010092455,0.0008204384],"domain_scores_gemma":[0.99519634,0.00065819855,0.00063384575,0.00068010075,0.0026388634,0.00019265598],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006476036,0.00032578327,0.00038757798,0.0003494621,0.0009781226,0.0008088477,0.00051550334,0.00026088435,0.0020808708],"category_scores_gemma":[0.0064407056,0.0002810597,0.00017947766,0.0023162717,0.00059563085,0.0013708654,0.00014217349,0.00047352913,0.00016582971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076052806,0.0002252245,0.046033293,0.0016971735,0.00010920975,0.00008593767,0.07685063,0.00002775264,0.000070406204,0.70865077,0.16119954,0.0049740435],"study_design_scores_gemma":[0.0003784734,0.00014817626,0.014175025,0.000080845864,0.000057584537,0.000007637974,0.043347463,0.002145103,0.000095011026,0.09468502,0.84423804,0.000641606],"about_ca_topic_score_codex":0.03942375,"about_ca_topic_score_gemma":0.017073175,"teacher_disagreement_score":0.68303853,"about_ca_system_score_codex":0.0015775547,"about_ca_system_score_gemma":0.0025572807,"threshold_uncertainty_score":0.9999642},"labels":[],"label_agreement":null},{"id":"W4413548253","doi":"10.64628/aam.jemahmxk3","title":"Rising eco-anxiety means we should address mental health alongside food security","year":2020,"lang":"en","type":"article","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Mental health; Anxiety; Food security; Environmental health; Psychology; Psychiatry; Business; Political science; Medicine; Geography","score_opus":0.06005838554796425,"score_gpt":0.36063777421344084,"score_spread":0.3005793886654766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413548253","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37879312,0.00066607085,0.0027471082,0.4294113,0.0017911029,0.004120576,0.00015457312,0.001424947,0.1808912],"genre_scores_gemma":[0.9940073,0.00003342157,0.00031245468,0.004313861,0.0008544581,0.000020516649,0.00003491637,0.000026095908,0.00039698486],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638045,0.0007402565,0.0006215657,0.0005335327,0.0010316002,0.0006925735],"domain_scores_gemma":[0.99878216,0.000088350826,0.00023526941,0.00026981687,0.00029776807,0.00032661058],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027211523,0.00021593901,0.00035585352,0.00007401815,0.0015445735,0.00025512738,0.0005302142,0.00013559143,0.000564862],"category_scores_gemma":[0.00043174846,0.00021111702,0.0001344393,0.0008109052,0.00024065652,0.0004932572,0.00016323211,0.0003586872,0.00003576778],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040540384,0.00020138806,0.031173127,0.00041591216,0.000088076325,0.0000045076736,0.49457878,0.000050949115,0.000018956098,0.37746212,0.093073174,0.0028924625],"study_design_scores_gemma":[0.0011696875,0.0005206166,0.0025011078,0.00007159794,0.000019942674,0.0000062135236,0.27896255,0.0017886275,0.00026865295,0.020757359,0.69306856,0.0008650556],"about_ca_topic_score_codex":0.017971246,"about_ca_topic_score_gemma":0.050794527,"teacher_disagreement_score":0.61521417,"about_ca_system_score_codex":0.00080942427,"about_ca_system_score_gemma":0.0007462025,"threshold_uncertainty_score":0.99975526},"labels":[],"label_agreement":null},{"id":"W4415521490","doi":"10.22363/2313-1438-2025-27-3-590-605","title":"AI-Driven Innovation in Russian Youth Policy: Strategies, Mechanisms, and Practices","year":2025,"lang":"ru","type":"article","venue":"RUDN Journal of Political Science","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Legislative Assembly of Saskatchewan","funders":"","keywords":"Promotion (chess); Legislature; Context (archaeology); Human capital; Novelty; Digital transformation; Key (lock); Public policy","score_opus":0.029276197521425552,"score_gpt":0.4082576340282968,"score_spread":0.3789814365068712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415521490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81584126,0.0002080637,0.0070351767,0.13141468,0.0019407411,0.0007752487,0.000024561466,0.000031891297,0.042728353],"genre_scores_gemma":[0.9968344,0.000020000432,0.00071158225,0.0014726345,0.0007077446,0.0000027824724,0.0000014836625,0.000010006107,0.00023935219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9937044,0.0007678016,0.0018549265,0.00050131785,0.0016400656,0.0015315274],"domain_scores_gemma":[0.99508244,0.00044177362,0.0016923716,0.00029813036,0.002074823,0.00041044908],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.013394338,0.00027380558,0.0005344555,0.0025529126,0.0009790611,0.0013130392,0.0010865383,0.00023205215,0.00003668233],"category_scores_gemma":[0.014400667,0.00024372939,0.00006989702,0.010259029,0.002897647,0.0035552413,0.00025510605,0.0009387918,0.0000037174805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002814687,0.00015324912,0.011168367,0.000120238576,0.000015453315,0.000017600423,0.011013006,0.000034374927,0.0004519456,0.97655845,0.00003150048,0.00040768727],"study_design_scores_gemma":[0.00069768913,0.00032542573,0.10139327,0.0004849854,0.000053864547,0.000027779352,0.14392939,0.00073424174,0.00018673272,0.75104046,0.00081636227,0.0003097863],"about_ca_topic_score_codex":0.020682795,"about_ca_topic_score_gemma":0.0017548603,"teacher_disagreement_score":0.22551796,"about_ca_system_score_codex":0.0026697319,"about_ca_system_score_gemma":0.018363347,"threshold_uncertainty_score":0.9998159},"labels":[],"label_agreement":null},{"id":"W4415953062","doi":"10.1017/sus.2025.10037","title":"Deglobalisation? The case for diversified and decentralised global sustainability science","year":2025,"lang":"en","type":"article","venue":"Global Sustainability","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Sustainability; Sustainability science; Sustainability organizations; Geopolitics; Sustainable development; Social sustainability; Politics","score_opus":0.013534678514885158,"score_gpt":0.3746550310452783,"score_spread":0.36112035253039315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415953062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386251,0.00020992084,0.0069439053,0.033697367,0.0009969115,0.008281669,0.00020882458,0.0003026181,0.010733672],"genre_scores_gemma":[0.99854046,0.0000041952717,0.00017845946,0.00046509522,0.0001534184,0.00031886474,0.000013664418,0.000007387411,0.00031844378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9940286,0.0012004039,0.00086579943,0.0013240534,0.0008671359,0.0017140064],"domain_scores_gemma":[0.9873463,0.0006932138,0.00029006452,0.0012342243,0.010085062,0.00035115823],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.011019053,0.0004100496,0.00046461858,0.000115900126,0.0072216527,0.0008773504,0.0012363982,0.00026076662,0.000025193249],"category_scores_gemma":[0.0320161,0.0003526259,0.00021478621,0.0049705347,0.0073625357,0.0010358611,0.0006873531,0.00021814232,0.0000011260825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00014814369,0.00015090844,0.29800063,0.00039316728,0.00002740974,0.000031264335,0.0024701844,0.00009498166,3.1252304e-7,0.69041055,0.0010610871,0.0072113634],"study_design_scores_gemma":[0.0009889579,0.00006159862,0.19291341,0.000009836102,0.00008354839,0.000020533907,0.14167435,0.00044135633,0.0000039094853,0.6430062,0.020456461,0.00033984912],"about_ca_topic_score_codex":0.077177055,"about_ca_topic_score_gemma":0.02081508,"teacher_disagreement_score":0.13920417,"about_ca_system_score_codex":0.024845319,"about_ca_system_score_gemma":0.010678146,"threshold_uncertainty_score":0.9998926},"labels":[],"label_agreement":null},{"id":"W4416000890","doi":"10.5465/amproc.2025.13359abstract","title":"Dynamic Managerial Capabilities, Resource Orchestration, and Performance: A Research Proposal","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Orchestration; Dynamic capabilities; Intuition; Resource (disambiguation); Set (abstract data type); Key (lock); Technological change","score_opus":0.025931679654413436,"score_gpt":0.3667161111182542,"score_spread":0.34078443146384074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416000890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78900015,0.00008530345,0.000026724463,0.011756485,0.00007766263,0.0019200764,0.0000011907837,0.00010816145,0.19702426],"genre_scores_gemma":[0.974383,0.0001056529,0.0005789787,0.000118648146,0.00012035837,0.00017904644,0.0000036560984,0.000013645242,0.02449704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997311,0.00014157634,0.0005599196,0.00049836835,0.00094480754,0.0005443454],"domain_scores_gemma":[0.99914926,0.00010758477,0.00016141875,0.00010153402,0.00042176127,0.00005845605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0083168475,0.00015611656,0.00022566188,0.00071339775,0.001050844,0.00019176328,0.0005546626,0.00018773312,0.000025948828],"category_scores_gemma":[0.00044821244,0.00016229648,0.00003469998,0.0016637299,0.0011792937,0.00067004655,0.0003282467,0.00043853236,0.000003425845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008167474,0.00005405154,0.012122464,0.0026373493,0.00004966751,3.6036778e-7,0.011585508,0.0000029920168,0.000042672073,0.95811754,0.008171655,0.007134081],"study_design_scores_gemma":[0.0014617746,0.00025778878,0.15732719,0.0006609955,0.000096202355,0.0000014528325,0.18890235,0.0010307333,0.00026763303,0.20429763,0.44513318,0.0005630701],"about_ca_topic_score_codex":0.00033672404,"about_ca_topic_score_gemma":0.00003549378,"teacher_disagreement_score":0.7538199,"about_ca_system_score_codex":0.000450761,"about_ca_system_score_gemma":0.00015715999,"threshold_uncertainty_score":0.8082349},"labels":[],"label_agreement":null},{"id":"W4416001116","doi":"10.5465/amproc.2025.17311abstract","title":"May I Have Your Attention Please: Attention Allocation in Aspiration Adaptation","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Conceptualization; Scope (computer science); Adaptation (eye); German; Perception","score_opus":0.04022159348702898,"score_gpt":0.35602504119790096,"score_spread":0.315803447710872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416001116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90306634,0.00007934464,0.008692169,0.014920755,0.00027565265,0.0028493416,0.0000016443555,0.00017375684,0.069941014],"genre_scores_gemma":[0.9913174,0.00003601421,0.0005066623,0.00022074707,0.00012331957,0.00019193647,0.0000296904,0.000012046139,0.007562196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99773574,0.00007727984,0.000774208,0.00042702677,0.000673746,0.00031197633],"domain_scores_gemma":[0.99901795,0.00002886304,0.00046124597,0.000071222465,0.00038891577,0.0000317785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028788946,0.00015760596,0.00019702537,0.0008691275,0.00034052512,0.00011183233,0.00030232876,0.00019690074,0.000019792491],"category_scores_gemma":[0.0002675432,0.00018721166,0.00006703888,0.0013472171,0.00013630021,0.001288191,0.000079807105,0.00020316815,0.0000097754055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003484849,0.0001191205,0.066991635,0.000717616,0.00003940973,2.5008254e-7,0.004358182,0.00009877202,0.00043101786,0.90457404,0.0011474126,0.021487705],"study_design_scores_gemma":[0.0013353536,0.00006596001,0.8212831,0.0005270882,0.00011085022,2.3849918e-7,0.0809323,0.004490503,0.00022043342,0.06717048,0.023504538,0.0003591452],"about_ca_topic_score_codex":0.001056543,"about_ca_topic_score_gemma":0.00021804168,"teacher_disagreement_score":0.83740354,"about_ca_system_score_codex":0.0006227892,"about_ca_system_score_gemma":0.00005099546,"threshold_uncertainty_score":0.76342696},"labels":[],"label_agreement":null},{"id":"W4416002155","doi":"10.5465/amproc.2025.17270symposium","title":"Organized Science Denial: Reviving a Symposium Discussion to Propose Actionable Plans","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Science communication; Action (physics); Social media; NASA Chief Scientist; Plan (archaeology); Session (web analytics)","score_opus":0.01246247232813473,"score_gpt":0.3383279408548216,"score_spread":0.32586546852668685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416002155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5657934,0.000035083947,0.00096187065,0.12189007,0.00071801123,0.0056482432,0.0000029499474,0.0005148859,0.30443552],"genre_scores_gemma":[0.96662235,0.000028521852,0.0009706124,0.0005913813,0.00016262128,0.00011215885,8.621518e-7,0.000014306977,0.031497173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722826,0.000037254522,0.0005372914,0.0005874381,0.0010567228,0.00055304304],"domain_scores_gemma":[0.9989987,0.00003587982,0.0002463111,0.00010825737,0.0005072555,0.00010361297],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0045158523,0.00016969294,0.0002497923,0.0008538582,0.001356348,0.00024281224,0.0010246007,0.000105337625,0.000047357014],"category_scores_gemma":[0.0008237535,0.00013653252,0.000047442365,0.004351905,0.00044421034,0.0012045868,0.00054284016,0.00022055597,0.000017493261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054136195,0.00013227922,0.015972897,0.0012878889,0.000041639734,6.130267e-7,0.014953225,0.000010759722,0.0086420495,0.9411771,0.014956183,0.002771206],"study_design_scores_gemma":[0.0014046282,0.00015076663,0.065954104,0.0018555829,0.00019721041,0.0000018409215,0.09377768,0.00015717192,0.014682175,0.04737195,0.77352947,0.00091741653],"about_ca_topic_score_codex":0.00020817337,"about_ca_topic_score_gemma":0.000011626595,"teacher_disagreement_score":0.89380515,"about_ca_system_score_codex":0.00075368764,"about_ca_system_score_gemma":0.00019900996,"threshold_uncertainty_score":0.99994373},"labels":[],"label_agreement":null},{"id":"W4416004718","doi":"10.5465/amproc.2025.13615symposium","title":"Addressing the Trust “in Crisis”: Contextualizing Trust Research in Emerging Business Challenges","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Negotiation; Feeling; Emerging technologies; Variety (cybernetics); Emerging markets; Face (sociological concept); Organizational behavior","score_opus":0.23136056565563734,"score_gpt":0.46893374112687414,"score_spread":0.2375731754712368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416004718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.555824,0.0024433483,0.000036234615,0.14767008,0.00021938028,0.0024121143,7.4484586e-7,0.000098819044,0.29129532],"genre_scores_gemma":[0.9965999,0.00087234355,0.00007697425,0.00032502462,0.00016681296,0.00020878609,6.814449e-7,0.000017086206,0.0017323894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99655247,0.00028086948,0.000809899,0.0005476521,0.0010405694,0.0007685132],"domain_scores_gemma":[0.9988692,0.00024287147,0.00023545354,0.00012511575,0.0004934924,0.000033872762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016298318,0.0001805205,0.00033217983,0.0014979341,0.0008116278,0.00018419349,0.0010783732,0.00018529056,0.000020520163],"category_scores_gemma":[0.0008386876,0.00016259978,0.000047544556,0.004626242,0.0005171962,0.00091193785,0.00044052416,0.00070954644,0.0000028778259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003272444,0.00007820946,0.017500423,0.0016577858,0.000028699855,0.000002038272,0.0468819,0.000022502096,0.000019915395,0.91527665,0.00260824,0.015890924],"study_design_scores_gemma":[0.000827874,0.00001316188,0.19027312,0.0014567175,0.00002009612,2.8965772e-7,0.63954425,0.00021678444,0.000062481384,0.07180106,0.09553788,0.00024626506],"about_ca_topic_score_codex":0.0025371222,"about_ca_topic_score_gemma":0.00042577257,"teacher_disagreement_score":0.8434756,"about_ca_system_score_codex":0.0005420594,"about_ca_system_score_gemma":0.00008392396,"threshold_uncertainty_score":0.6630627},"labels":[],"label_agreement":null},{"id":"W4416005745","doi":"10.5465/amproc.2025.17725symposium","title":"Exercising Judgment in Organizations","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Popularity; Diversity (politics); Focus (optics); Business decision mapping; Entrepreneurship; Work (physics)","score_opus":0.013780226063132223,"score_gpt":0.3367332898912871,"score_spread":0.32295306382815486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416005745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5323563,0.000114095325,0.0006920788,0.022493284,0.00021008198,0.0019039598,8.6249577e-7,0.00017388842,0.44205543],"genre_scores_gemma":[0.99013513,0.00006277019,0.00050705177,0.00044379014,0.000060493512,0.000051663992,0.0000015122729,0.00000946865,0.008728127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99848014,0.000027664943,0.0004957667,0.00028172915,0.0004140943,0.00030062857],"domain_scores_gemma":[0.999478,0.000035351426,0.00016197404,0.00005374045,0.0002435974,0.000027349768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019468283,0.00010635772,0.00018019715,0.00063498906,0.0003234849,0.00007270536,0.00042261105,0.00010442107,0.000054012908],"category_scores_gemma":[0.00033641385,0.00012023082,0.000026439438,0.0032449788,0.00015478866,0.00044339223,0.0001763697,0.00016367566,0.0000059987256],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049806554,0.000064020795,0.051644884,0.0003858387,0.000019819277,2.4411042e-7,0.0076855426,0.000018051003,0.00003877924,0.93152684,0.005784582,0.0028264206],"study_design_scores_gemma":[0.0014310782,0.00003094447,0.3378951,0.00094607414,0.0001114078,2.709758e-7,0.12729813,0.00024274363,0.0012476005,0.21855398,0.31167382,0.00056887063],"about_ca_topic_score_codex":0.00038986164,"about_ca_topic_score_gemma":0.000032867454,"teacher_disagreement_score":0.7129729,"about_ca_system_score_codex":0.0004242936,"about_ca_system_score_gemma":0.000053145224,"threshold_uncertainty_score":0.49028704},"labels":[],"label_agreement":null},{"id":"W4416208092","doi":"10.5772/intechopen.115672","title":"Environmental Resilience and Management Annual Volume 2025","year":2025,"lang":"en","type":"book","venue":"Environmental sciences","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Montana Department of Natural Resources and Conservation; U.S. Forest Service; Ministry of Forests, Lands and Natural Resource Operations; Florida Department of Agriculture and Consumer Services; South Florida Water Management District; U.S. Department of Homeland Security; Washington State University; Louisiana State University; Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria; Wisconsin Department of Natural Resources; Florida Fish and Wildlife Conservation Commission; New York State Department of Environmental Conservation; U.S. Department of Transportation; U.S. Army Corps of Engineers; Washington State Department of Agriculture; Legislative-Citizen Commission on Minnesota Resources; University of Minnesota; U.S. Fish and Wildlife Service; U.S. Department of Defense","keywords":"Resilience (materials science); Climate change; Sustainability; Environmental change; Psychological resilience; Ecosystem; Ecosystem management; Ecosystem services","score_opus":0.006568964421204559,"score_gpt":0.2633315479815127,"score_spread":0.2567625835603081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416208092","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013679295,0.0021448035,0.00007294205,0.0011465721,0.0010211263,0.0020828506,0.00030510421,0.00011253921,0.9794348],"genre_scores_gemma":[0.13591164,0.0012625539,0.00026138866,0.0002467038,0.00034173086,0.00007378076,0.00006598413,0.000020364958,0.86181587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951631,0.00032238025,0.0006092866,0.0013070714,0.0017926325,0.0008055249],"domain_scores_gemma":[0.9988988,0.00012670388,0.0003340623,0.0004462634,0.000008824135,0.00018531269],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0022952184,0.00046741293,0.00041815772,0.0003755416,0.0026060878,0.0002488235,0.0011371244,0.00031784398,0.0014993382],"category_scores_gemma":[0.00004915556,0.00048064347,0.00012083931,0.00028723566,0.0064056274,0.00063904916,0.0008183554,0.00036876067,0.00021817719],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006688642,0.00088276976,0.13702208,0.00094227254,0.00033692407,0.00021005273,0.041369986,0.00028856331,0.00007501811,0.36801535,0.3413189,0.1094712],"study_design_scores_gemma":[0.00022289676,0.00012385828,0.030661356,0.000121485995,0.00005703494,0.0000029903238,0.01871396,0.000036708927,0.0000045989386,0.009176469,0.9402327,0.0006459727],"about_ca_topic_score_codex":0.00043853163,"about_ca_topic_score_gemma":0.00025617456,"teacher_disagreement_score":0.5989138,"about_ca_system_score_codex":0.0020968558,"about_ca_system_score_gemma":0.00036726837,"threshold_uncertainty_score":0.9997645},"labels":[],"label_agreement":null},{"id":"W4417170276","doi":"10.1109/mc.2025.3614083","title":"Agentic Data as Muse, Strategist, and Composer in Entrepreneurial Creativity","year":2025,"lang":"","type":"article","venue":"Computer","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Creativity; Generative grammar; Data collection; Entrepreneurship; Generative model","score_opus":0.04369071123409199,"score_gpt":0.3718705448015795,"score_spread":0.3281798335674875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417170276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9568827,0.00048647868,0.00792384,0.0030894948,0.004793167,0.0017674182,0.00004369463,0.00008579335,0.024927402],"genre_scores_gemma":[0.99658334,0.000060304825,0.00036015495,0.000327436,0.0009162673,0.00001292527,0.00008651033,0.000015677957,0.0016373985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9950951,0.0015929523,0.00094274525,0.0012745945,0.0004760545,0.0006185776],"domain_scores_gemma":[0.9972461,0.0006159215,0.0002613209,0.0014318718,0.00033297288,0.00011181323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027959421,0.00035143635,0.0005848769,0.00039264275,0.0006081586,0.00080480176,0.001243002,0.00023959823,0.0002785473],"category_scores_gemma":[0.00030265993,0.0003805695,0.00006488974,0.001452504,0.0007940137,0.00081626757,0.0012586754,0.00043014245,0.0000308258],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002007346,0.0015643712,0.4391194,0.0013554851,0.00026340116,0.00015646021,0.038714472,0.0006698644,0.000044343753,0.4789791,0.017062386,0.021869956],"study_design_scores_gemma":[0.0057793236,0.00043973594,0.61216736,0.0009548358,0.00021712399,0.000011023693,0.0066320864,0.12231555,0.000035592297,0.09998534,0.14980617,0.0016558594],"about_ca_topic_score_codex":0.013758581,"about_ca_topic_score_gemma":0.008282329,"teacher_disagreement_score":0.37899378,"about_ca_system_score_codex":0.00028860246,"about_ca_system_score_gemma":0.0008931856,"threshold_uncertainty_score":0.99986464},"labels":[],"label_agreement":null},{"id":"W4417275507","doi":"10.3389/fevo.2025.1758504","title":"Editorial: Surviving the Anthropocene: the 3 E’s under pressing planetary issues","year":2025,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Anthropocene; Planet; Niche construction; Earth system science; Natural (archaeology); Human evolution; Human welfare; Human species; Global warming","score_opus":0.006733704970861613,"score_gpt":0.29823492265160345,"score_spread":0.29150121768074183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417275507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6002998,0.006782808,0.00799243,0.03834787,0.3317064,0.0014935056,0.0000051190204,0.00013238976,0.013239706],"genre_scores_gemma":[0.9917003,0.00009286779,0.00007811383,0.00012436933,0.0071674245,0.000023139584,0.000005612785,0.0000035947046,0.0008045611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821824,0.0009924317,0.00020596913,0.00017584681,0.00014504348,0.0002624686],"domain_scores_gemma":[0.9993843,0.00026720055,0.0000771711,0.00014722333,0.00011131751,0.0000128175225],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002840245,0.00007670356,0.00012987987,0.000099347904,0.0016649306,0.000057823945,0.00019703132,0.00018462613,0.000008453817],"category_scores_gemma":[0.00062244333,0.000053053383,0.00001842177,0.00034646865,0.000931221,0.00018783438,0.000050153125,0.00024192884,9.712517e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012737999,0.000015456542,0.7547244,0.0000140709635,0.000016028811,1.9951963e-7,0.003148602,0.00027852508,9.758866e-7,0.026583998,0.2149243,0.0002807184],"study_design_scores_gemma":[0.00013968679,0.000011903068,0.8466913,0.000014300149,0.000012669396,2.6662212e-7,0.02456734,0.00076398306,7.155509e-7,0.075039074,0.052697554,0.00006116943],"about_ca_topic_score_codex":0.007904747,"about_ca_topic_score_gemma":0.01211708,"teacher_disagreement_score":0.39140058,"about_ca_system_score_codex":0.00036887475,"about_ca_system_score_gemma":0.00025430188,"threshold_uncertainty_score":0.99963474},"labels":[],"label_agreement":null},{"id":"W6892575240","doi":"10.5281/zenodo.10391994","title":"Sustainable Future 2030: Embracing Nature Positive Strategies","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prosperity; Sustainable development; Transformative learning; Obstacle; Ecological footprint; Sustainability; Human development (humanity)","score_opus":0.017911149173876567,"score_gpt":0.30289617215938697,"score_spread":0.28498502298551043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892575240","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1147917,0.00014037383,0.00078582764,0.009514696,0.00059053337,0.0016308454,0.00010693939,0.00361104,0.86882806],"genre_scores_gemma":[0.9815669,0.000028881237,0.000032966866,0.00012651402,0.0010665901,1.415571e-7,0.0010726816,0.00067582045,0.015429513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674034,0.0009765694,0.0002904642,0.0004685501,0.0007297293,0.0007943308],"domain_scores_gemma":[0.99664485,0.000059889844,0.00013892874,0.00039667753,0.0026110823,0.00014855606],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003067898,0.00016495973,0.00016920103,0.00047596512,0.009023971,0.002269898,0.0010097013,0.00020740875,0.0034993514],"category_scores_gemma":[0.0017863341,0.00017799782,0.00006251223,0.0028596483,0.00034444893,0.0010594066,0.00075456203,0.0006155803,0.0023551397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027417249,0.00004636462,0.000014120506,0.00014253108,0.000029688823,0.000048980648,0.03751859,0.00010909833,0.0001886259,0.82811195,0.12922984,0.0045328047],"study_design_scores_gemma":[0.00019778144,0.0000717031,0.0019268777,0.000019075114,0.0000065683284,0.0000095113655,0.19919874,0.00007202262,0.00003377022,0.010015005,0.7882596,0.00018934217],"about_ca_topic_score_codex":0.00063968,"about_ca_topic_score_gemma":0.000020064588,"teacher_disagreement_score":0.8667752,"about_ca_system_score_codex":0.000630794,"about_ca_system_score_gemma":0.000055633966,"threshold_uncertainty_score":0.9987658},"labels":[],"label_agreement":null},{"id":"W6892794833","doi":"10.5281/zenodo.12007972","title":"manuel de la vie sauvage pdf","year":2024,"lang":"fr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Limiting; Context (archaeology); Population","score_opus":0.02137823347921015,"score_gpt":0.2952769551506227,"score_spread":0.27389872167141255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892794833","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008891302,0.0008057867,0.001781938,0.002138039,0.00080141117,0.0010982214,0.00017669208,0.00100271,0.99130607],"genre_scores_gemma":[0.1506227,0.00021104503,0.00015830228,0.00020670213,0.0015020195,2.1551807e-7,0.0007200325,0.0058840346,0.84069496],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932846,0.0034564645,0.00058943115,0.00089261483,0.00088454183,0.0008923692],"domain_scores_gemma":[0.9975966,0.00010632391,0.00030101198,0.0007431541,0.0009650107,0.00028786247],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0049853274,0.0003994098,0.0003825276,0.00061734533,0.0032057015,0.0024679007,0.0018901678,0.00047101805,0.3249042],"category_scores_gemma":[0.0025813072,0.00045113152,0.00016702511,0.0018071483,0.0015429956,0.00027879424,0.001378658,0.0010411812,0.21706168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014159663,0.0001585866,0.000011082893,0.0008891994,0.000111727604,0.00006743121,0.011889119,0.000017035463,0.0001230313,0.36070246,0.60234344,0.023672746],"study_design_scores_gemma":[0.00025446177,0.000118902404,0.00025922334,0.00025800554,0.000057367022,0.000071533155,0.004154126,0.00014164374,0.000010903113,0.008671385,0.9855772,0.0004252432],"about_ca_topic_score_codex":0.00083110965,"about_ca_topic_score_gemma":0.000023800172,"teacher_disagreement_score":0.3832338,"about_ca_system_score_codex":0.0021814054,"about_ca_system_score_gemma":0.00005928739,"threshold_uncertainty_score":0.99979407},"labels":[],"label_agreement":null},{"id":"W6893652981","doi":"10.5281/zenodo.4225496","title":"Download\\\\Read Cracking the China Conundrum: Why Conventional Economic Wisdom Is Wrong [Full]","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Download; Economic impact analysis; Economic risk; Economic analysis; Economic Thought","score_opus":0.04098696967433552,"score_gpt":0.28847410494839776,"score_spread":0.24748713527406224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893652981","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1696506,0.00021692949,0.00847215,0.15602115,0.0010915071,0.0034820405,0.00074255216,0.0023970648,0.657926],"genre_scores_gemma":[0.99594754,0.000022440212,0.00003379819,0.0012348577,0.000793446,1.8147718e-7,0.0005601316,0.00039458994,0.0010130411],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696815,0.0010474893,0.00044065178,0.0004936972,0.0005680402,0.00048195233],"domain_scores_gemma":[0.9984178,0.00006935043,0.00024267062,0.0003780054,0.00070260064,0.00018957192],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022188986,0.00016637675,0.00018679474,0.00012346593,0.006382315,0.0014021108,0.0013772774,0.00008252986,0.04025568],"category_scores_gemma":[0.0013263008,0.00015902494,0.00009783105,0.00060176605,0.00072722055,0.0005286248,0.0006957706,0.00036733615,0.0072636367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093959614,0.00009237201,0.00020085246,0.00012140087,0.00010332538,0.0000090147605,0.058036096,0.00025519816,0.0003297069,0.2525805,0.6754534,0.012724122],"study_design_scores_gemma":[0.00040000648,0.00009575698,0.0010366568,0.000013877291,0.000012188958,0.000011479498,0.0070786364,0.0006648426,0.000028305105,0.0014133418,0.9890556,0.00018932781],"about_ca_topic_score_codex":0.0007191065,"about_ca_topic_score_gemma":0.000020978774,"teacher_disagreement_score":0.8262969,"about_ca_system_score_codex":0.0005204088,"about_ca_system_score_gemma":0.000042724925,"threshold_uncertainty_score":0.9996345},"labels":[],"label_agreement":null},{"id":"W6893712934","doi":"10.5281/zenodo.4461133","title":"On::::PUtLocKerZ's,,,,! WaTcH Breach (2020) Movie Online free xip","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pretext; Scapegoat; Staring; Action (physics); Oscillograph; Paraphernalia","score_opus":0.03237690061971128,"score_gpt":0.3013683513664052,"score_spread":0.26899145074669395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893712934","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24350631,0.00022606603,0.0033648738,0.040185366,0.0010222135,0.0017402378,0.00072980206,0.0029116157,0.7063135],"genre_scores_gemma":[0.9770227,0.000065542205,0.0004009013,0.0006726017,0.0010801011,1.3896344e-7,0.0025771898,0.0011473977,0.017033407],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956598,0.0014635749,0.00047269155,0.00067708653,0.001059073,0.00066773134],"domain_scores_gemma":[0.99563104,0.00010740358,0.00016397709,0.0010223031,0.002832223,0.00024305467],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022967716,0.00020399837,0.00024339002,0.00016688411,0.0049647354,0.0010583621,0.0015947035,0.0001383009,0.019571237],"category_scores_gemma":[0.007550971,0.00022509326,0.000094803254,0.0017630965,0.00039243593,0.00035561956,0.0012321302,0.00049651595,0.003317936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005689541,0.0007271012,0.00007205735,0.00014642034,0.00007378708,0.00011795819,0.016302288,0.000147934,0.0004928766,0.27192655,0.6767682,0.033167943],"study_design_scores_gemma":[0.0005397421,0.00011904527,0.001062284,0.000032809752,0.000011722195,0.000039842747,0.0067396155,0.000131251,0.00009027594,0.0072949547,0.9836808,0.00025768124],"about_ca_topic_score_codex":0.000555443,"about_ca_topic_score_gemma":0.000077060824,"teacher_disagreement_score":0.7335164,"about_ca_system_score_codex":0.00069827697,"about_ca_system_score_gemma":0.00006250325,"threshold_uncertainty_score":0.99997866},"labels":[],"label_agreement":null},{"id":"W6893759289","doi":"10.5281/zenodo.4150722","title":"[DVD4K!]. SuperHD. FULL. Watch. Full. Online. Movie. Monster Hunter (2020) alt","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monster; Point (geometry); Staring; Subject (documents); Ridiculous; Fusible alloy","score_opus":0.04561031126545216,"score_gpt":0.2941585760328305,"score_spread":0.24854826476737835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893759289","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4087096,0.0002739442,0.00539726,0.09849508,0.00085675856,0.0037170262,0.0005662545,0.0045756623,0.47740844],"genre_scores_gemma":[0.9913231,0.000058982805,0.00019801104,0.0013128701,0.0014897933,1.8667235e-7,0.0011457242,0.0010991327,0.0033721603],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957992,0.0012090693,0.0005809591,0.0007160306,0.000956529,0.0007382239],"domain_scores_gemma":[0.99702483,0.000052532472,0.00017478973,0.0005423946,0.0018118507,0.00039360626],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016455945,0.00024453827,0.00028272058,0.000154378,0.003816498,0.0011897576,0.0015871335,0.00014610408,0.017086139],"category_scores_gemma":[0.0027042904,0.00025911655,0.00011297613,0.0014075584,0.0004911161,0.00066125364,0.0011019586,0.00050802,0.0062562134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002444914,0.00041623868,0.00029714176,0.00033358988,0.00011078689,0.00006117621,0.065919414,0.000111481444,0.0037500085,0.03471067,0.86131227,0.032732755],"study_design_scores_gemma":[0.0004491836,0.00024518912,0.0007161118,0.000021676571,0.000014260395,0.000018371447,0.011865242,0.00039121782,0.000042792373,0.000317359,0.9856234,0.00029519078],"about_ca_topic_score_codex":0.00031051523,"about_ca_topic_score_gemma":0.00003511388,"teacher_disagreement_score":0.5826136,"about_ca_system_score_codex":0.00041297296,"about_ca_system_score_gemma":0.000034554112,"threshold_uncertainty_score":0.9999861},"labels":[],"label_agreement":null},{"id":"W6893760803","doi":"10.5281/zenodo.4140323","title":"Watch.!!Monster Hunter (2020) HD 720p Full Movie Watch Online tpd","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monster; Anime; Cyberspace; The Internet; Online presence management; Instant messaging; Elite; Box office","score_opus":0.048086537971712334,"score_gpt":0.2996801759435048,"score_spread":0.25159363797179246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893760803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4815997,0.00012693943,0.0049940534,0.13712218,0.0006525349,0.002966016,0.00040824112,0.0037171189,0.36841324],"genre_scores_gemma":[0.9881597,0.000035877318,0.00018383986,0.0012228991,0.0014559663,1.3195265e-7,0.0011083345,0.00097196014,0.0068612974],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960419,0.0011413818,0.00056046335,0.0006586615,0.00091103703,0.0006865729],"domain_scores_gemma":[0.9971932,0.00005116822,0.00019461421,0.00050696876,0.0017052793,0.00034873214],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017328328,0.00022269116,0.00027113882,0.00010493643,0.0038378607,0.0010676181,0.0014821661,0.0001318333,0.019199608],"category_scores_gemma":[0.0025906044,0.00023095706,0.00010038344,0.0013870985,0.0004572149,0.0005823836,0.0011065733,0.00048491269,0.0065468885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015109194,0.00041838706,0.0003947803,0.0003252256,0.00009531594,0.000058356476,0.070119314,0.00010913015,0.0026036417,0.04061504,0.8545315,0.030578166],"study_design_scores_gemma":[0.00043965993,0.00019789729,0.00073909684,0.000020344252,0.000013443521,0.000012281826,0.0068484675,0.00029417328,0.000054150656,0.0004610872,0.99065506,0.0002643594],"about_ca_topic_score_codex":0.00035878786,"about_ca_topic_score_gemma":0.000025112704,"teacher_disagreement_score":0.50656,"about_ca_system_score_codex":0.0004334318,"about_ca_system_score_gemma":0.00002916677,"threshold_uncertainty_score":0.99996936},"labels":[],"label_agreement":null},{"id":"W6893765804","doi":"10.5281/zenodo.4250357","title":"HD!! WATCH Monster Hunter (2020) FULL Online Free On Putlocker hdy","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monster; Anime; Instant messaging; Elite; Online presence management; The Internet","score_opus":0.04541980731994712,"score_gpt":0.2946825482423529,"score_spread":0.2492627409224058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893765804","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35267973,0.00007630977,0.003148798,0.11805156,0.0005910575,0.0026722807,0.000497775,0.003166483,0.519116],"genre_scores_gemma":[0.9916627,0.00001927979,0.0001477301,0.0015743312,0.0012967087,1.08348274e-7,0.0008030946,0.00087930565,0.0036167486],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965396,0.0009487073,0.00044672337,0.00059738,0.0009025424,0.0005650479],"domain_scores_gemma":[0.9975591,0.000052114992,0.00015755893,0.0006208572,0.0013239054,0.0002864729],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001382511,0.00019538541,0.00021932747,0.00013051396,0.003062991,0.0008846606,0.0016444387,0.00011434635,0.014623436],"category_scores_gemma":[0.0035288634,0.00020059211,0.00008114112,0.0011472623,0.00035007112,0.00039553677,0.0010975247,0.0004581609,0.0057450547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018917977,0.00036245078,0.0001450926,0.00016278453,0.00006196525,0.000037406207,0.036726777,0.000106449166,0.00085264415,0.045435783,0.8970432,0.018876227],"study_design_scores_gemma":[0.0005203594,0.00030940917,0.00094412995,0.000022985696,0.000009548832,0.000007368968,0.0062342356,0.00030530733,0.00004439559,0.0006312555,0.99074143,0.00022958436],"about_ca_topic_score_codex":0.00022767996,"about_ca_topic_score_gemma":0.000022546039,"teacher_disagreement_score":0.63898295,"about_ca_system_score_codex":0.00038467915,"about_ca_system_score_gemma":0.000019960571,"threshold_uncertainty_score":0.99823487},"labels":[],"label_agreement":null},{"id":"W6893776386","doi":"10.5281/zenodo.4782539","title":"IPBES-IPCC co-sponsored workshop synopsis on biodiversity and climate change","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"","keywords":"Climate change; Biodiversity; Sustainable development; Sustainability; Outcome (game theory)","score_opus":0.07545526270712177,"score_gpt":0.3166212397713759,"score_spread":0.24116597706425413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893776386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6910324,0.00016858059,0.00017119151,0.014251377,0.00038959505,0.0013890093,0.0005144542,0.0013538051,0.29072958],"genre_scores_gemma":[0.99691015,0.0001820445,0.000046954545,0.00033185392,0.00031606242,1.0098754e-7,0.0007367665,0.000264182,0.0012118904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967864,0.0015494301,0.00021804309,0.00045873644,0.0005226686,0.00046468846],"domain_scores_gemma":[0.99815696,0.000106109896,0.00011004761,0.0003690951,0.0010944251,0.0001633326],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026073838,0.00013010304,0.00016203836,0.00022975063,0.005817035,0.0008841467,0.00050572876,0.00009433149,0.005597947],"category_scores_gemma":[0.00297016,0.00014755092,0.000044432218,0.000996731,0.00039679866,0.00036794064,0.0006411007,0.00023926781,0.002089714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068043935,0.0008746952,0.0039638616,0.00066472293,0.00019821535,0.0002948994,0.15189146,0.00002822082,0.001115719,0.29856336,0.35576043,0.18596397],"study_design_scores_gemma":[0.00038252372,0.00008444722,0.010113784,0.000039345803,0.0000121502,0.000014456833,0.015265752,0.000037449143,0.00008266106,0.00019615659,0.9735706,0.00020066217],"about_ca_topic_score_codex":0.0002128548,"about_ca_topic_score_gemma":0.0000232159,"teacher_disagreement_score":0.6178102,"about_ca_system_score_codex":0.00035510713,"about_ca_system_score_gemma":0.000012961523,"threshold_uncertainty_score":0.99868727},"labels":[],"label_agreement":null},{"id":"W6893922328","doi":"10.5281/zenodo.4782538","title":"IPBES-IPCC co-sponsored workshop report on biodiversity and climate change","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"","keywords":"Climate change; Biodiversity; Sustainable development; Sustainability; Outcome (game theory)","score_opus":0.07688744884320431,"score_gpt":0.3250342550191752,"score_spread":0.2481468061759709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893922328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63650465,0.00012356754,0.00021980326,0.013648685,0.0004621744,0.0014049276,0.00031371124,0.0013731957,0.3459493],"genre_scores_gemma":[0.9959022,0.00012363674,0.000055708435,0.0002779927,0.00039471514,1.0093995e-7,0.0011775403,0.0002730919,0.0017950085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969196,0.001320788,0.00026622973,0.000497086,0.00055771193,0.00043862473],"domain_scores_gemma":[0.9979086,0.000081044636,0.00015195046,0.0004397571,0.0012600399,0.00015861113],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003478184,0.00012412734,0.00015989802,0.00020792594,0.0054231468,0.0008133508,0.00044600404,0.00009184669,0.0045485497],"category_scores_gemma":[0.004084388,0.00014063946,0.000043642696,0.0008948097,0.0003871308,0.00036250157,0.00062939787,0.00024147613,0.0014579076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071939896,0.0009859551,0.008136741,0.00067605934,0.00020810585,0.0019985668,0.13625365,0.000026365231,0.0010456125,0.28305233,0.42480835,0.14208886],"study_design_scores_gemma":[0.00030981918,0.00006634847,0.013035663,0.000030844432,0.000009547834,0.000072435105,0.009962817,0.000020341313,0.00006670835,0.00020195097,0.9760469,0.00017659446],"about_ca_topic_score_codex":0.00022285532,"about_ca_topic_score_gemma":0.00002153767,"teacher_disagreement_score":0.5512386,"about_ca_system_score_codex":0.00034102547,"about_ca_system_score_gemma":0.000016761262,"threshold_uncertainty_score":0.99931955},"labels":[],"label_agreement":null},{"id":"W6894091162","doi":"10.5281/zenodo.6448368","title":"Breaking down silos on the road to the SSH Open Cluster","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canarie","funders":"European Commission","keywords":"Sustainability; Corporate governance; Cluster (spacecraft); Memorandum of understanding; Work (physics); Mandate","score_opus":0.05761846680479414,"score_gpt":0.32118003257880046,"score_spread":0.2635615657740063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6894091162","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.082421884,0.000018844052,0.00075187895,0.10113977,0.00052790536,0.0047350465,0.00013978907,0.0006026987,0.80966216],"genre_scores_gemma":[0.989101,0.0000015545088,0.000013820719,0.0028578322,0.00037145364,0.0000011748414,0.00013247026,0.0004473485,0.0070733507],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948795,0.0030827897,0.00027694774,0.00038957671,0.0009355925,0.00043560308],"domain_scores_gemma":[0.99824846,0.0001165608,0.00013689458,0.0007106474,0.0006946573,0.00009277384],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0075660013,0.000116755604,0.000115184215,0.00015318982,0.019254794,0.0021601976,0.0038144202,0.00002988816,0.021858143],"category_scores_gemma":[0.002630291,0.000086375636,0.00004581978,0.0014973662,0.00021982376,0.00025699765,0.0042307125,0.00043624072,0.0029432117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088602676,0.00014206306,0.000020941594,0.000015550411,0.00003120887,0.0000045937204,0.060140297,0.0011597035,0.00007486272,0.3258887,0.5748106,0.037622876],"study_design_scores_gemma":[0.00017330985,0.00014217765,0.00065380277,0.000007759652,0.000004404847,0.000010141621,0.01836329,0.0001768969,0.000008484479,0.0011827848,0.9791572,0.00011974845],"about_ca_topic_score_codex":0.002181059,"about_ca_topic_score_gemma":0.000053808097,"teacher_disagreement_score":0.9066791,"about_ca_system_score_codex":0.000715326,"about_ca_system_score_gemma":0.00002535904,"threshold_uncertainty_score":0.9988757},"labels":[],"label_agreement":null},{"id":"W6911034084","doi":"10.5281/zenodo.10938853","title":"The Salience of Interconnected Autonomy","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salience (neuroscience); Autonomy; Teamwork; Population; Control (management); Process (computing); Curriculum","score_opus":0.04252383009801305,"score_gpt":0.3121488197715073,"score_spread":0.2696249896734943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6911034084","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3278135,0.000047134363,0.002168157,0.009072743,0.0006686104,0.00165417,0.0000665838,0.0028701231,0.655639],"genre_scores_gemma":[0.99582094,0.000018108634,0.000021041376,0.000030247586,0.00013760122,8.1408494e-8,0.00014727868,0.00028121777,0.0035434852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781746,0.0008384184,0.00030350868,0.00023100794,0.00045033434,0.00035924622],"domain_scores_gemma":[0.997945,0.00013513485,0.0001418461,0.00037065687,0.0013363183,0.00007105629],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0035560415,0.0000753079,0.00009861732,0.00019237491,0.005084406,0.00051146996,0.0011962698,0.000043638356,0.0018021156],"category_scores_gemma":[0.004670083,0.00006648932,0.000039192408,0.0018357561,0.00063286716,0.00023389944,0.00062659726,0.00015570085,0.0018076918],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033378703,0.000070378635,0.0001232096,0.0000849416,0.0000386418,0.000004707595,0.06247941,0.00008196947,0.0010768219,0.7527359,0.11280415,0.07046649],"study_design_scores_gemma":[0.0001249456,0.00005660254,0.002541519,0.000013832668,0.0000029342932,0.0000024119738,0.014724877,0.0002585681,0.00008367319,0.002936009,0.9791734,0.000081178885],"about_ca_topic_score_codex":0.0003727068,"about_ca_topic_score_gemma":0.000015931177,"teacher_disagreement_score":0.8663693,"about_ca_system_score_codex":0.00029600042,"about_ca_system_score_gemma":0.000029542698,"threshold_uncertainty_score":0.9991104},"labels":[],"label_agreement":null},{"id":"W6912266056","doi":"10.5281/zenodo.4216977","title":"[Ebook]^^ Cracking the China Conundrum: Why Conventional Economic Wisdom Is Wrong *Full Online","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Circumstantial evidence; Frugality; China; Limiting; Work (physics); Gloom","score_opus":0.049810075763325024,"score_gpt":0.29968188399923135,"score_spread":0.24987180823590632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912266056","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.351468,0.00022463535,0.011437215,0.18725564,0.0011509657,0.004022475,0.0009787295,0.0026954785,0.44076687],"genre_scores_gemma":[0.9946757,0.00002047904,0.00006724961,0.0015543497,0.0010805535,1.2026847e-7,0.00069660833,0.0005410412,0.0013639125],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971477,0.0009666398,0.00044357704,0.0004642426,0.0005326372,0.00044523415],"domain_scores_gemma":[0.9984501,0.00006386838,0.0002369574,0.00035992634,0.00070883095,0.00018029753],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018626759,0.00015902208,0.00018171781,0.00011816728,0.005515425,0.0010951601,0.0013273344,0.000076617536,0.022504317],"category_scores_gemma":[0.0012735068,0.00015320028,0.00009250477,0.0004900785,0.0006793448,0.00044658905,0.00070975075,0.00037397697,0.0032626363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013334394,0.00018721556,0.00026128103,0.00016953451,0.00013808729,0.000012409228,0.069852486,0.00040245478,0.0004748387,0.35010755,0.561748,0.01651276],"study_design_scores_gemma":[0.00040896604,0.00010478345,0.0013721316,0.000015938745,0.0000119270235,0.00001003509,0.007875433,0.0014120487,0.000024101242,0.0016275074,0.9869575,0.0001796609],"about_ca_topic_score_codex":0.00060877495,"about_ca_topic_score_gemma":0.00003654116,"teacher_disagreement_score":0.64320767,"about_ca_system_score_codex":0.00049334957,"about_ca_system_score_gemma":0.000042964093,"threshold_uncertainty_score":0.9999418},"labels":[],"label_agreement":null},{"id":"W6912380567","doi":"10.5281/zenodo.4155332","title":"Watch.!!Monster Hunter (2020) HD 720p Full Movie Watch Online uum","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monster; Staring; Gloom; Point (geometry); Subject (documents)","score_opus":0.04760982809195353,"score_gpt":0.2990668565620571,"score_spread":0.2514570284701036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912380567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4355354,0.00011648681,0.0051308186,0.14274804,0.00070420327,0.0030140937,0.00041659176,0.0037864558,0.40854794],"genre_scores_gemma":[0.9887127,0.0000344348,0.00017680177,0.0012444262,0.0013839119,1.3039643e-7,0.0011000409,0.0009637035,0.006383829],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960497,0.0011353669,0.00055897556,0.00065737264,0.00090585876,0.0006927026],"domain_scores_gemma":[0.9971987,0.000049939033,0.0001938496,0.0005053156,0.0017039109,0.00034825676],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017646356,0.00022231806,0.00027018317,0.00010454896,0.003500041,0.0010686103,0.001479344,0.00013182583,0.018731909],"category_scores_gemma":[0.0025451686,0.0002306286,0.000100141246,0.0013740825,0.00045431042,0.00058636104,0.001117173,0.0004859487,0.0064423205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001982716,0.00043636843,0.0004052639,0.0003385665,0.000098414916,0.0000601403,0.06842911,0.00010324254,0.0028966093,0.040505677,0.8540728,0.03245552],"study_design_scores_gemma":[0.00043682667,0.00019973607,0.0007606319,0.00002010575,0.000013509637,0.000012091933,0.007349812,0.00028927324,0.000057345427,0.00045316404,0.9901424,0.0002651253],"about_ca_topic_score_codex":0.00036385556,"about_ca_topic_score_gemma":0.000029894101,"teacher_disagreement_score":0.55317736,"about_ca_system_score_codex":0.0004313432,"about_ca_system_score_gemma":0.000029411818,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W6912445782","doi":"10.5281/zenodo.4250682","title":"@Online Streaming Monster Hunter (2020) Full WATCH Movie !! cxe","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monster; Point (geometry); Staring; Subject (documents); Fusible alloy; Ridiculous","score_opus":0.0426653472582975,"score_gpt":0.2969762959379685,"score_spread":0.25431094867967097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912445782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.524406,0.00013784322,0.0072383652,0.056832585,0.00046286042,0.0024464002,0.0003485455,0.0033245874,0.40480283],"genre_scores_gemma":[0.9944829,0.000023607114,0.00017821911,0.0006170778,0.0009694246,7.395228e-8,0.00083025405,0.0007305091,0.0021679588],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969608,0.00085622794,0.0004324067,0.00052491814,0.00068285596,0.0005427516],"domain_scores_gemma":[0.99783653,0.000042124684,0.000158126,0.00037980298,0.0013191664,0.00026426296],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012675213,0.000171903,0.00020094546,0.00011103729,0.0032540371,0.00091714,0.0011305958,0.00009674022,0.011933962],"category_scores_gemma":[0.0023032487,0.00018341806,0.00007152549,0.0011339826,0.0003295625,0.00051011954,0.00086629257,0.00036717643,0.0030240929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023047598,0.0007089659,0.0006194692,0.00054460386,0.00016125123,0.00009060916,0.13922018,0.00028591635,0.005126266,0.058126077,0.6791199,0.1157663],"study_design_scores_gemma":[0.00035284975,0.00015170002,0.0008443512,0.000020134512,0.000010665186,0.000009580576,0.012928647,0.0005478386,0.000039477873,0.00029405198,0.98458487,0.0002158103],"about_ca_topic_score_codex":0.00031578314,"about_ca_topic_score_gemma":0.000017013857,"teacher_disagreement_score":0.4700769,"about_ca_system_score_codex":0.00034357427,"about_ca_system_score_gemma":0.000020442025,"threshold_uncertainty_score":0.9980436},"labels":[],"label_agreement":null},{"id":"W6912449452","doi":"10.5281/zenodo.4143701","title":"[-@!~FULL-movie]-Watch Monster Hunter (2020) HD English Full Movie gmf","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monster; Point (geometry); Staring; Ridiculous; Subject (documents); Gloom","score_opus":0.03493361929564641,"score_gpt":0.28025895609967516,"score_spread":0.24532533680402874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912449452","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27080575,0.0001429262,0.003471898,0.026258767,0.0008409069,0.002609919,0.00019496717,0.0034875802,0.6921873],"genre_scores_gemma":[0.99249154,0.000034618584,0.000121085126,0.00088703155,0.001817975,2.5697983e-7,0.0005102663,0.0009875032,0.0031497073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954723,0.0013802141,0.0006070523,0.00074833346,0.0010293135,0.0007627934],"domain_scores_gemma":[0.9961298,0.00006580455,0.00023136214,0.0005758148,0.0026026554,0.00039454282],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023087696,0.0002516997,0.00029978668,0.00016003716,0.0039395774,0.0015512167,0.0016472498,0.00015583815,0.020771973],"category_scores_gemma":[0.005133631,0.00027350194,0.000115647905,0.0016259995,0.000496438,0.0007662827,0.0011655496,0.0005384084,0.0064010983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029385986,0.00027924514,0.0003548436,0.00037467282,0.000097785865,0.000058444468,0.13563356,0.00013427266,0.0024291917,0.052773386,0.7863183,0.021252453],"study_design_scores_gemma":[0.00047747107,0.0002697644,0.00043120666,0.000022439477,0.000015300568,0.000009686156,0.010228018,0.00023903574,0.000059484202,0.00035723328,0.98757905,0.0003112969],"about_ca_topic_score_codex":0.00022019712,"about_ca_topic_score_gemma":0.000018239944,"teacher_disagreement_score":0.7216858,"about_ca_system_score_codex":0.00048246764,"about_ca_system_score_gemma":0.000036533613,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W6912483509","doi":"10.5281/zenodo.4135567","title":"ON~PUTLOCKERZ'S.!! WATCH Monster Hunter (2020) ONLINE FREE FULL HD 123MOVIES mkg","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monster; Anime; Instant messaging; Elite; The Internet; Text messaging","score_opus":0.04129180405749653,"score_gpt":0.29150235995313956,"score_spread":0.250210555895643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912483509","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37071213,0.00012964755,0.005043961,0.12171472,0.0006693272,0.0028979161,0.0006688011,0.0037838705,0.49437964],"genre_scores_gemma":[0.9914572,0.000027094446,0.00021595568,0.0016771435,0.001145774,1.4078104e-7,0.00079456484,0.0009156266,0.0037664825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99629325,0.0010048541,0.0004980687,0.000631322,0.0009612248,0.0006112642],"domain_scores_gemma":[0.9973346,0.000082798135,0.00018069889,0.0006581355,0.0014445964,0.0002991718],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014326505,0.00022087786,0.00025599537,0.00014630235,0.003531588,0.0010001166,0.001834647,0.00012011002,0.0149145415],"category_scores_gemma":[0.0053655133,0.00022535122,0.00009317545,0.0012056002,0.00046821093,0.00043913003,0.0012591641,0.00047317933,0.0050637377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017672972,0.00030215486,0.00008384339,0.00016497188,0.000066126806,0.000036218604,0.038785525,0.00013768258,0.0005109144,0.078101724,0.8677719,0.013862176],"study_design_scores_gemma":[0.000550756,0.00033739896,0.0005923095,0.000027006057,0.000011593022,0.000009387302,0.008402503,0.00034640066,0.000035095567,0.001990542,0.9874307,0.00026630852],"about_ca_topic_score_codex":0.00029372872,"about_ca_topic_score_gemma":0.00003142378,"teacher_disagreement_score":0.6207451,"about_ca_system_score_codex":0.00038052333,"about_ca_system_score_gemma":0.000025338564,"threshold_uncertainty_score":0.99776566},"labels":[],"label_agreement":null},{"id":"W6920609560","doi":"10.60692/4wygs-nt853","title":"Reconciling safe planetary targets and planetary justice: Why should social scientists engage with planetary targets?","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Planetary boundaries; Deliberation; Scholarship; Humanity; Economic Justice; Social justice; Set (abstract data type); Environmental justice","score_opus":0.04920357792538721,"score_gpt":0.26561120202979005,"score_spread":0.21640762410440284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920609560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95100117,0.00020670006,0.005370978,0.0011293361,0.0030310124,0.0019458253,0.0009281445,0.00068725785,0.03569956],"genre_scores_gemma":[0.99627566,0.0000012840404,0.0005713424,0.0006440326,0.0008107869,0.00004253684,0.0011909603,0.000022960874,0.00044042847],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99559104,0.0007975997,0.0011357059,0.00049209606,0.0012084254,0.0007751255],"domain_scores_gemma":[0.9979262,0.00009245429,0.0005918363,0.0003965757,0.00077126105,0.00022168548],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003052573,0.00039750422,0.0005543847,0.00040983848,0.0029389525,0.00070730795,0.00033186545,0.00032620734,0.00019832798],"category_scores_gemma":[0.00020594876,0.00036372006,0.00007409453,0.00071507314,0.00034881636,0.0018491225,0.00010446783,0.0004712864,0.0001561794],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002407878,0.000014328952,0.31796202,0.004202971,0.00022264142,0.00024121013,0.66717947,0.0011312934,0.0000034668474,0.003582038,0.004410088,0.000809706],"study_design_scores_gemma":[0.003956355,0.00019676481,0.27314642,0.00062076555,0.0004058949,0.0005613876,0.6565848,0.0065480787,0.00011029019,0.000065160006,0.055828527,0.001975537],"about_ca_topic_score_codex":0.0010199562,"about_ca_topic_score_gemma":0.0003601285,"teacher_disagreement_score":0.05141844,"about_ca_system_score_codex":0.0004351924,"about_ca_system_score_gemma":0.0005752026,"threshold_uncertainty_score":0.9998815},"labels":[],"label_agreement":null},{"id":"W6920775607","doi":"10.6084/m9.figshare.12071769.v3","title":"Embedded Strategies for the Sustainability Transition - Setting Priorities and Goals Aligned with Systems Resilience","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Cape Town; Simon Fraser University","keywords":"Resilience (materials science); Sustainability; Context (archaeology); Set (abstract data type); Key (lock); Adaptation (eye)","score_opus":0.030625984127541524,"score_gpt":0.31861181883517675,"score_spread":0.2879858347076352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920775607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53239286,0.008343979,0.015971785,0.15206024,0.0011593011,0.07992968,0.17667894,0.0044334093,0.02902981],"genre_scores_gemma":[0.99721634,0.0000010374147,0.00004132461,0.00018243869,0.0004081853,0.0007726999,0.0012450233,0.000016075097,0.000116890034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99820995,0.00035380095,0.00030890258,0.00035666052,0.00039747215,0.00037318244],"domain_scores_gemma":[0.9973778,0.00084494223,0.00017070737,0.00020334718,0.0013237114,0.00007945546],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007921738,0.00015586297,0.0002035024,0.000033508648,0.0013555582,0.00063959684,0.00027057354,0.000091407455,0.00052962103],"category_scores_gemma":[0.0035951384,0.000114979084,0.000043168977,0.000402869,0.00014258885,0.0006881079,0.000033881966,0.00009716963,0.0000033864706],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003638006,0.00006638073,0.0019155144,0.016656898,0.000119000884,0.000020431655,0.754886,0.009619417,0.00008908725,0.1470733,0.067239866,0.0019503555],"study_design_scores_gemma":[0.00052522175,0.00025020467,0.0030797585,0.0005265239,0.000028983068,0.0000029380724,0.95182997,0.005609399,0.000038431153,0.0036962125,0.03402655,0.00038578582],"about_ca_topic_score_codex":0.0009721572,"about_ca_topic_score_gemma":0.00065883575,"teacher_disagreement_score":0.46482345,"about_ca_system_score_codex":0.00019858715,"about_ca_system_score_gemma":0.0010598616,"threshold_uncertainty_score":0.99994457},"labels":[],"label_agreement":null},{"id":"W6923750122","doi":"10.14288/1.0406476","title":"Data from: Genome-wide analysis reveals associations between climate and regional patterns of adaptive divergence and dispersal in American pikas","year":2021,"lang":"en","type":"dataset","venue":"Open Collections","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biological dispersal; Population genomics; Context (archaeology); Local adaptation; Population; Climate change; Adaptation (eye); Transect; Spatial ecology","score_opus":0.06992190930241692,"score_gpt":0.3692743569402148,"score_spread":0.2993524476377979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923750122","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047883173,0.00006394231,0.00015913523,0.0004981048,0.00009904775,0.00090664974,0.9923354,0.000009825472,0.0011395883],"genre_scores_gemma":[0.018391034,0.000691613,0.00018476063,0.000056610887,0.0001997865,0.000095893614,0.97672313,0.000013111616,0.0036440752],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9963788,0.0012060786,0.00075846567,0.00081738865,0.0005016316,0.00033763488],"domain_scores_gemma":[0.9964845,0.0012507485,0.0008561537,0.00080541254,0.0004974449,0.000105725056],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019189161,0.00021664145,0.0009129256,0.00042782127,0.0024238583,0.0007500024,0.0009961459,0.0001631311,0.0004611844],"category_scores_gemma":[0.0015380218,0.00024768157,0.00007258894,0.004723985,0.0004109001,0.0004592282,0.0013463988,0.00034449442,0.0000020327059],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067148862,0.00007268281,0.37371626,0.000018378338,0.0005718218,0.0000030785166,0.000979155,0.000010629823,1.5105215e-7,0.0000527153,0.62455547,0.000012934221],"study_design_scores_gemma":[0.00026557993,0.000050883973,0.67592937,0.00006901851,0.0010830946,2.5330837e-7,0.014105779,0.00006103067,9.37476e-8,0.00039565226,0.3076742,0.0003650709],"about_ca_topic_score_codex":0.736211,"about_ca_topic_score_gemma":0.8641232,"teacher_disagreement_score":0.3168813,"about_ca_system_score_codex":0.00058480114,"about_ca_system_score_gemma":0.00072631415,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W6926855891","doi":"10.25625/rzz9vm/s55q9k","title":"2021-11-RZZ9VM_CANADIAN_SHIELD_PROTEROZOIC.csv","year":2021,"lang":"en","type":"dataset","venue":"Göttingen Research Online","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.11664418145655264,"score_gpt":0.48237846340448404,"score_spread":0.3657342819479314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926855891","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011050933,0.0011892582,0.0000068966756,0.012798801,0.0013919584,0.002242941,0.976137,0.000073538075,0.005054505],"genre_scores_gemma":[0.000372016,0.0004300082,0.0002616285,0.00036461756,0.009860859,0.00025998737,0.96756905,0.00006375654,0.020818071],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98677635,0.0051366948,0.0010473412,0.0012797139,0.0035820978,0.0021777716],"domain_scores_gemma":[0.99143493,0.0012056383,0.0003542623,0.0019561662,0.0044033914,0.00064560166],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015310566,0.0004604145,0.0007526109,0.0012500057,0.0024089206,0.0008547886,0.0022371057,0.000990222,0.011451042],"category_scores_gemma":[0.015945489,0.00050321047,0.0002354913,0.0033989283,0.0011311001,0.0002620763,0.00077972386,0.0028823514,0.0006007849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009919316,0.00019081916,0.00026120906,0.00049854023,0.00006965194,0.00031606207,0.001003617,0.0000016425901,0.000003215003,0.0011207244,0.99425364,0.0022709584],"study_design_scores_gemma":[0.00021228685,0.00006227179,0.00013722928,0.00022717848,0.000021208632,0.0000034982875,0.00874138,0.0000060678485,0.00000454878,0.0008546064,0.98927027,0.00045947437],"about_ca_topic_score_codex":0.18274827,"about_ca_topic_score_gemma":0.4647858,"teacher_disagreement_score":0.28203753,"about_ca_system_score_codex":0.001985231,"about_ca_system_score_gemma":0.009163499,"threshold_uncertainty_score":0.999742},"labels":[],"label_agreement":null},{"id":"W6927288618","doi":"10.25916/sut.26253152.v1","title":"Hubble space telescope imaging of the CFRS and LDSS redshift surveys - IV. Influence of mergers in the evolution of faint field galaxies from z ∼ 1","year":2000,"lang":"en","type":"article","venue":"Figshare","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Redshift; Galaxy; Redshift survey; Hubble space telescope; Hubble Ultra-Deep Field; Advanced Camera for Surveys; Hubble Deep Field; Space Telescope Imaging Spectrograph; Spectrograph","score_opus":0.013306550309712322,"score_gpt":0.27731530774628116,"score_spread":0.2640087574365688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927288618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99278927,0.00023794775,0.0000013743324,0.0007010632,0.00002857028,0.00041446977,0.0024207435,0.000010108372,0.0033964317],"genre_scores_gemma":[0.9996397,0.000002873998,0.000010199073,0.000015872505,0.000032235395,0.000022858918,0.00019067948,0.0000048536153,0.00008073021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981181,0.00085676834,0.0003409354,0.00014998931,0.0003712933,0.00016292167],"domain_scores_gemma":[0.99859726,0.00054688787,0.00023590792,0.00028745199,0.00031759267,0.000014899778],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012734557,0.000081101774,0.00016356404,0.000058941907,0.00015947617,0.00002334105,0.00039145636,0.00005737436,0.0041188784],"category_scores_gemma":[0.0035118302,0.00005784621,0.000043813678,0.00062244316,0.000121744524,0.00022364849,0.000052310977,0.00012897335,0.0000031075763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016996295,0.00006261301,0.9207861,0.0003641389,0.000015171523,9.796047e-7,0.06710765,0.0014156039,0.0002639111,0.0019529231,0.006922623,0.0010913353],"study_design_scores_gemma":[0.00010530064,0.000013378114,0.9823034,0.0005340622,0.0000034885077,1.268725e-7,0.014546522,0.000079282814,0.00036370085,0.0012561681,0.000725366,0.000069230206],"about_ca_topic_score_codex":0.07440104,"about_ca_topic_score_gemma":0.010726618,"teacher_disagreement_score":0.06367443,"about_ca_system_score_codex":0.00010413848,"about_ca_system_score_gemma":0.00022596838,"threshold_uncertainty_score":0.9967915},"labels":[],"label_agreement":null},{"id":"W6929144345","doi":"10.4224/8913140","title":"Spatial data analysis in cancer epidemiological study","year":2006,"lang":"en","type":"report","venue":"NPARC","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spatial epidemiology; Spatial analysis; Epidemiology; Disease; Cervical cancer; Cluster (spacecraft); Cancer; Geographic information system","score_opus":0.17467566600942375,"score_gpt":0.47948793169126974,"score_spread":0.304812265681846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929144345","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23874167,0.0005540068,0.0014841014,0.0026817382,0.0037308938,0.0052538463,0.0007236647,0.00029278497,0.74653727],"genre_scores_gemma":[0.9863426,0.00008266685,0.0000930799,0.000036607275,0.0030834507,0.00020337469,0.0010792146,0.00002350631,0.009055506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99193966,0.0026978517,0.0014924989,0.0012546285,0.0019518354,0.00066350633],"domain_scores_gemma":[0.9958341,0.00058260426,0.0008137866,0.0015827676,0.0011063012,0.00008041026],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.022357684,0.00033943084,0.0014320178,0.0007258299,0.00041507612,0.00010200932,0.0015305293,0.0005260469,0.001662319],"category_scores_gemma":[0.008520144,0.00029186872,0.00019860566,0.0026753363,0.00033552555,0.00017617136,0.00047969702,0.0007545021,0.000008806238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006534606,0.00036927286,0.9581963,0.00005799448,0.0003108709,0.000040423853,0.002062977,0.0001763798,4.2557738e-7,0.00068651617,0.034209713,0.0038826112],"study_design_scores_gemma":[0.00021730088,0.000050069222,0.84486914,0.00003082309,0.0004885785,4.148523e-7,0.0038339677,0.0004352685,7.880825e-8,0.004076518,0.14554419,0.0004536296],"about_ca_topic_score_codex":0.7146918,"about_ca_topic_score_gemma":0.8087001,"teacher_disagreement_score":0.7476009,"about_ca_system_score_codex":0.0026309537,"about_ca_system_score_gemma":0.0038954446,"threshold_uncertainty_score":0.9999533},"labels":[],"label_agreement":null},{"id":"W6930207351","doi":"10.5281/zenodo.10498618","title":"ComputeCanada/magic_castle: Magic Castle 13.2.1","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Toronto Dementia Research Alliance; Compute Canada","funders":"","keywords":"MAGIC (telescope); Gloom; Feature (linguistics)","score_opus":0.03839181764503965,"score_gpt":0.30480314230742905,"score_spread":0.2664113246623894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930207351","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004292254,0.00045649297,0.0007836695,0.0017801494,0.0010130713,0.001016652,0.00036131396,0.0022649688,0.9922808],"genre_scores_gemma":[0.024731489,0.000068622794,0.00010113816,0.00015714874,0.0022480492,1.0129355e-7,0.0015148141,0.009011139,0.9621675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965446,0.0007963919,0.00038276406,0.0007161582,0.00093641126,0.0006236827],"domain_scores_gemma":[0.9980289,0.000026238118,0.00022165853,0.0006797571,0.0008237557,0.00021970327],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017764961,0.00027829417,0.0003053959,0.0007338066,0.0018797537,0.001541391,0.0014104538,0.00024122378,0.09145157],"category_scores_gemma":[0.000826475,0.0003085636,0.00009593873,0.0013204315,0.0005823296,0.00013362088,0.0009825956,0.00057338213,0.034466747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004895528,0.000045321347,9.878155e-7,0.0002972498,0.00005313917,0.000046117428,0.003943153,0.0000038905846,0.000006100911,0.051160228,0.93438345,0.010055441],"study_design_scores_gemma":[0.0001697645,0.000053057673,0.000016652473,0.00012770722,0.000022606506,0.000036178913,0.002332724,0.00005229724,0.0000010909158,0.0012052837,0.9956718,0.00031081],"about_ca_topic_score_codex":0.010932293,"about_ca_topic_score_gemma":0.0006612085,"teacher_disagreement_score":0.06128835,"about_ca_system_score_codex":0.00088913686,"about_ca_system_score_gemma":0.00005440617,"threshold_uncertainty_score":0.99993664},"labels":[],"label_agreement":null},{"id":"W6931315987","doi":"10.5281/zenodo.4250403","title":"123MOVIES WATCH Monster Hunter (2020) FULL MOVIE ONLINE FREE ON PUTLOCKER xsa","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monster; Anime; Instant messaging; Text messaging; The Internet; Elite","score_opus":0.04623403355121982,"score_gpt":0.29368724668876267,"score_spread":0.24745321313754284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931315987","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40549314,0.00011879497,0.0022683179,0.128824,0.0005567981,0.0026261343,0.00055707624,0.0030886491,0.4564671],"genre_scores_gemma":[0.99147385,0.000031593856,0.00017486775,0.0018226705,0.0011967734,1.4599743e-7,0.00079133845,0.0008644543,0.0036443158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964606,0.0009723409,0.0004706351,0.0006117313,0.00090015016,0.00058450096],"domain_scores_gemma":[0.9974954,0.000058146587,0.00016944784,0.0006356738,0.0013617532,0.00027958056],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013350511,0.00021436208,0.00024040193,0.00014062013,0.0032446552,0.0009508154,0.0016731769,0.00015209697,0.01347202],"category_scores_gemma":[0.0037181794,0.00021717674,0.00008999062,0.0011288433,0.0004222669,0.00044016115,0.0011676643,0.00058422616,0.004986907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019532468,0.00035501723,0.00018738143,0.0001987255,0.0000683614,0.0000401069,0.039767623,0.00012337588,0.0009423669,0.047676824,0.88899416,0.021450747],"study_design_scores_gemma":[0.0004936435,0.0002923769,0.00092315156,0.00002548132,0.000011037984,0.000007570083,0.0068056462,0.00024689102,0.000053770473,0.0007799988,0.99011314,0.00024726658],"about_ca_topic_score_codex":0.00024253191,"about_ca_topic_score_gemma":0.000024609626,"teacher_disagreement_score":0.5859807,"about_ca_system_score_codex":0.0003659535,"about_ca_system_score_gemma":0.000022483744,"threshold_uncertainty_score":0.998053},"labels":[],"label_agreement":null},{"id":"W6949109874","doi":"10.5281/zenodo.10938854","title":"The Salience of Interconnected Autonomy","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salience (neuroscience); Autonomy; Teamwork; Population; Control (management); Process (computing); Curriculum","score_opus":0.04252383009801305,"score_gpt":0.3121488197715073,"score_spread":0.2696249896734943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949109874","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3278135,0.000047134363,0.002168157,0.009072743,0.0006686104,0.00165417,0.0000665838,0.0028701231,0.655639],"genre_scores_gemma":[0.99582094,0.000018108634,0.000021041376,0.000030247586,0.00013760122,8.1408494e-8,0.00014727868,0.00028121777,0.0035434852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781746,0.0008384184,0.00030350868,0.00023100794,0.00045033434,0.00035924622],"domain_scores_gemma":[0.997945,0.00013513485,0.0001418461,0.00037065687,0.0013363183,0.00007105629],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0035560415,0.0000753079,0.00009861732,0.00019237491,0.005084406,0.00051146996,0.0011962698,0.000043638356,0.0018021156],"category_scores_gemma":[0.004670083,0.00006648932,0.000039192408,0.0018357561,0.00063286716,0.00023389944,0.00062659726,0.00015570085,0.0018076918],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033378703,0.000070378635,0.0001232096,0.0000849416,0.0000386418,0.000004707595,0.06247941,0.00008196947,0.0010768219,0.7527359,0.11280415,0.07046649],"study_design_scores_gemma":[0.0001249456,0.00005660254,0.002541519,0.000013832668,0.0000029342932,0.0000024119738,0.014724877,0.0002585681,0.00008367319,0.002936009,0.9791734,0.000081178885],"about_ca_topic_score_codex":0.0003727068,"about_ca_topic_score_gemma":0.000015931177,"teacher_disagreement_score":0.8663693,"about_ca_system_score_codex":0.00029600042,"about_ca_system_score_gemma":0.000029542698,"threshold_uncertainty_score":0.9991104},"labels":[],"label_agreement":null},{"id":"W6949206187","doi":"10.5281/zenodo.13196619","title":"Smart Hemp gummies South Africa Reviews","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Popularity; Order (exchange); Cannabis; Product (mathematics); Smart city; Meaning (existential); Internet of Things","score_opus":0.06202684116083185,"score_gpt":0.3123519736275833,"score_spread":0.2503251324667515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949206187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000124188355,0.002245845,0.00041853823,0.0009115436,0.00059898006,0.0015186648,0.00020476517,0.0018258627,0.9922634],"genre_scores_gemma":[0.0074885283,0.00029582865,0.00012235697,0.0000801615,0.0015449409,3.3816144e-7,0.0007714111,0.0062724664,0.98342395],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995954,0.0014368445,0.0005087331,0.00071855914,0.00077569904,0.0006062068],"domain_scores_gemma":[0.9980313,0.000023021565,0.00032790628,0.0007736588,0.00066737307,0.0001767249],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0034452197,0.0002971533,0.00040064473,0.00068430265,0.0022482441,0.0014942593,0.0014862427,0.0002477818,0.10169934],"category_scores_gemma":[0.002919105,0.00029723466,0.00013859077,0.0013909297,0.00054854073,0.00015392376,0.0009349799,0.0005265955,0.1109512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005019728,0.000038221853,0.0000016836315,0.0005601117,0.000042648095,0.00000915179,0.023798343,3.9888914e-7,0.000006315904,0.033642005,0.93653566,0.005360448],"study_design_scores_gemma":[0.0001103185,0.000050714392,0.0000070379447,0.00025107234,0.000028490866,0.000004675586,0.004366636,0.0000040959494,0.0000011852403,0.0010120214,0.9938606,0.00030315277],"about_ca_topic_score_codex":0.0003144596,"about_ca_topic_score_gemma":0.000027994827,"teacher_disagreement_score":0.057324946,"about_ca_system_score_codex":0.00056605844,"about_ca_system_score_gemma":0.0000198014,"threshold_uncertainty_score":0.99994797},"labels":[],"label_agreement":null},{"id":"W6949976372","doi":"10.5281/zenodo.4464254","title":"[WATCH ONLINE]Breach (2020) F U L L Movie English Subtitle Streaming .ONLINE F R E E Download xsr","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Entertainment; Download; Crew; Action (physics); Cyberspace; Subtitle; Alien; Movie theater; The Internet","score_opus":0.03167032449344217,"score_gpt":0.29865334442585395,"score_spread":0.2669830199324118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949976372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6497894,0.0002856671,0.0009421142,0.0071847513,0.0010229463,0.0012456471,0.0014500926,0.002563058,0.3355163],"genre_scores_gemma":[0.9800999,0.00011063375,0.00034317613,0.0002018365,0.001444562,1.0361403e-7,0.0073015485,0.0006621917,0.009836048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964186,0.0010923251,0.00046850432,0.00060157286,0.0008046875,0.00061430945],"domain_scores_gemma":[0.99495506,0.000075568154,0.00017105052,0.00061659154,0.0039714933,0.00021026307],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016999833,0.00018885471,0.00023383873,0.00015353618,0.0035719355,0.0010199466,0.0009953317,0.00013088055,0.01513989],"category_scores_gemma":[0.0059418427,0.00021247295,0.00008425541,0.0016231909,0.0003050424,0.0004678062,0.0008561994,0.0004463955,0.0014187187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009188467,0.0024648488,0.0011638362,0.00062954647,0.00022869291,0.00025602418,0.1034434,0.00027042913,0.0038288075,0.08723245,0.6113027,0.18908739],"study_design_scores_gemma":[0.00036894198,0.000055548684,0.0018087187,0.000029961486,0.000014149493,0.000017729064,0.021637337,0.000098976074,0.00011763066,0.00040433358,0.9752062,0.00024045797],"about_ca_topic_score_codex":0.0007319614,"about_ca_topic_score_gemma":0.00013980657,"teacher_disagreement_score":0.36390352,"about_ca_system_score_codex":0.0005816638,"about_ca_system_score_gemma":0.00006707374,"threshold_uncertainty_score":0.9993588},"labels":[],"label_agreement":null},{"id":"W6950168837","doi":"10.5281/zenodo.4079659","title":"123movies!! watch Monster Hunter (2020) full movie online free ipb","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monster; Anime; Text messaging; Elite; The Internet; Instant messaging","score_opus":0.04534158434320541,"score_gpt":0.29359543947081995,"score_spread":0.24825385512761455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950168837","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3241593,0.00020308311,0.00553015,0.12104186,0.00062200293,0.0029584267,0.0006459792,0.0037933479,0.54104584],"genre_scores_gemma":[0.9914957,0.0000381463,0.00027973973,0.0014361495,0.0013060309,1.2517354e-7,0.00097156304,0.00095523434,0.003517268],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638945,0.0010529165,0.0005069028,0.0005966448,0.00084121263,0.0006129022],"domain_scores_gemma":[0.9972265,0.000049287377,0.00018291258,0.00063681306,0.0015911629,0.0003133217],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015467525,0.00020276521,0.00024324462,0.0001249807,0.003503869,0.0009954287,0.0018978572,0.00015664777,0.018043937],"category_scores_gemma":[0.003948337,0.0002137782,0.00009006685,0.0012833587,0.00045190443,0.0005589139,0.0015029787,0.0005769522,0.004231954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013525625,0.00029010198,0.0002198963,0.0002437551,0.000069665446,0.00004547148,0.048512306,0.000076729266,0.0014839944,0.03591724,0.8887616,0.024244027],"study_design_scores_gemma":[0.0005020873,0.0001827191,0.0007689858,0.000019085137,0.00001245299,0.000012154571,0.008652727,0.0002969288,0.000033285825,0.00073268975,0.9885417,0.000245173],"about_ca_topic_score_codex":0.00035197617,"about_ca_topic_score_gemma":0.000032219894,"teacher_disagreement_score":0.66733646,"about_ca_system_score_codex":0.0003719233,"about_ca_system_score_gemma":0.000026716594,"threshold_uncertainty_score":0.99779344},"labels":[],"label_agreement":null},{"id":"W6958238839","doi":"10.6084/m9.figshare.26607640","title":"Additional file 1 of From trials to communities: implementation and scale-up of health behaviour interventions","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Systematic review; Psychological intervention; MEDLINE; Cochrane collaboration; Alternative medicine; Public health","score_opus":0.19801402553063396,"score_gpt":0.4828747491531714,"score_spread":0.28486072362253745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958238839","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025011962,0.00009473253,0.000007001065,0.00030118454,0.00007970846,0.000583205,0.9957988,0.000033012144,0.000601125],"genre_scores_gemma":[0.30751488,4.7168683e-7,0.00011267025,0.000028056325,0.00009403203,0.0005482487,0.691366,0.000005822011,0.0003297811],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981631,0.0007150896,0.0006587503,0.00010112819,0.00024643817,0.00011551264],"domain_scores_gemma":[0.9968205,0.002382125,0.0002721293,0.00011815685,0.00036831363,0.00003878453],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008081349,0.00006133802,0.00023005795,0.00014854253,0.00022719619,0.00006105523,0.00013071513,0.000037627753,0.9717729],"category_scores_gemma":[0.0022708937,0.000063512576,0.00010082092,0.0003071877,0.00002887013,0.00016756852,0.0000671704,0.00006852121,0.000056795277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017409891,0.000019483225,0.00009248503,0.00034861098,0.000014516202,1.05164325e-7,0.021789195,5.0847405e-7,5.354255e-7,0.00041710612,0.973965,0.0033507142],"study_design_scores_gemma":[0.00021157887,0.0001401121,0.026711814,0.00898119,0.000014806556,2.9377762e-7,0.26567984,0.000017539955,0.000015747532,0.0017525364,0.6963359,0.00013863549],"about_ca_topic_score_codex":0.013254299,"about_ca_topic_score_gemma":0.020564066,"teacher_disagreement_score":0.9717161,"about_ca_system_score_codex":0.00013424986,"about_ca_system_score_gemma":0.00043834888,"threshold_uncertainty_score":0.9973081},"labels":[],"label_agreement":null},{"id":"W6967824656","doi":"10.5281/zenodo.10938863","title":"The Salience of Interconnected Autonomy","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salience (neuroscience); Autonomy; Teamwork; Population; Control (management); Process (computing); Curriculum","score_opus":0.04252383009801305,"score_gpt":0.3121488197715073,"score_spread":0.2696249896734943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967824656","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3278135,0.000047134363,0.002168157,0.009072743,0.0006686104,0.00165417,0.0000665838,0.0028701231,0.655639],"genre_scores_gemma":[0.99582094,0.000018108634,0.000021041376,0.000030247586,0.00013760122,8.1408494e-8,0.00014727868,0.00028121777,0.0035434852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781746,0.0008384184,0.00030350868,0.00023100794,0.00045033434,0.00035924622],"domain_scores_gemma":[0.997945,0.00013513485,0.0001418461,0.00037065687,0.0013363183,0.00007105629],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0035560415,0.0000753079,0.00009861732,0.00019237491,0.005084406,0.00051146996,0.0011962698,0.000043638356,0.0018021156],"category_scores_gemma":[0.004670083,0.00006648932,0.000039192408,0.0018357561,0.00063286716,0.00023389944,0.00062659726,0.00015570085,0.0018076918],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033378703,0.000070378635,0.0001232096,0.0000849416,0.0000386418,0.000004707595,0.06247941,0.00008196947,0.0010768219,0.7527359,0.11280415,0.07046649],"study_design_scores_gemma":[0.0001249456,0.00005660254,0.002541519,0.000013832668,0.0000029342932,0.0000024119738,0.014724877,0.0002585681,0.00008367319,0.002936009,0.9791734,0.000081178885],"about_ca_topic_score_codex":0.0003727068,"about_ca_topic_score_gemma":0.000015931177,"teacher_disagreement_score":0.8663693,"about_ca_system_score_codex":0.00029600042,"about_ca_system_score_gemma":0.000029542698,"threshold_uncertainty_score":0.9991104},"labels":[],"label_agreement":null},{"id":"W6977122557","doi":"10.6084/m9.figshare.17890145","title":"Hydrogeochemistry of porphyry related solutes in ground and surface waters; an example from the Casino Cu-Au-Mo deposit, Yukon, Canada","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Groundwater; Surface water; Detection limit; Trace element; STREAMS; Hydrology (agriculture)","score_opus":0.03277611557559538,"score_gpt":0.254838480389446,"score_spread":0.22206236481385064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977122557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834289,0.00020861506,7.465423e-8,0.0003292413,0.00006419215,0.00035681872,0.014482846,0.000027107802,0.0011022184],"genre_scores_gemma":[0.98395157,4.6300872e-7,0.0000060860407,0.000064421976,0.00006895162,0.00004822998,0.01556516,0.000013497733,0.00028164193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814534,0.00042981663,0.0003442678,0.00030490677,0.0004603183,0.00031537455],"domain_scores_gemma":[0.9989678,0.00033638795,0.00018863409,0.00027885867,0.00016762498,0.000060675153],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005209094,0.000121204546,0.00017701063,0.000023393068,0.0008505343,0.000057255253,0.0004038523,0.00006829925,0.0057662493],"category_scores_gemma":[0.00041066168,0.000112568494,0.000025729516,0.00043426736,0.00004969768,0.00017212439,0.00020415871,0.00025418398,0.0000016398695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006730297,0.00027404772,0.582269,0.0005505791,0.0001356571,0.00018365505,0.2898256,0.002034732,0.001740066,0.0012869864,0.12110724,0.00052513217],"study_design_scores_gemma":[0.0019282805,0.00014493191,0.56079686,0.0006127154,0.000047536916,0.000036928002,0.34419587,0.0029108354,0.0024685876,0.00590789,0.07952393,0.0014256435],"about_ca_topic_score_codex":0.9872652,"about_ca_topic_score_gemma":0.9333365,"teacher_disagreement_score":0.054370288,"about_ca_system_score_codex":0.0007928975,"about_ca_system_score_gemma":0.001038735,"threshold_uncertainty_score":0.99514264},"labels":[],"label_agreement":null},{"id":"W6981262111","doi":"","title":"$0.13 Earnings Per Share Expected for Just Energy (JE) This Quarter","year":2018,"lang":"en","type":"other","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Earnings; Energy (signal processing); Measure (data warehouse); Work (physics)","score_opus":0.022205712184677092,"score_gpt":0.32470588342280154,"score_spread":0.30250017123812445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981262111","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015437594,0.000078749355,0.0019693852,0.0008601504,0.0013673254,0.0010566314,0.00004145963,0.00077494304,0.993697],"genre_scores_gemma":[0.016352676,0.0000050101503,0.0004583108,0.00030511222,0.0056028827,0.00034088403,0.0002457503,0.000345686,0.9763437],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720013,0.00033222046,0.00046420045,0.0006982794,0.00064259523,0.0006626],"domain_scores_gemma":[0.99774677,0.00015230394,0.00043370688,0.0005387573,0.0010197072,0.00010873552],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084027456,0.00037775302,0.00047459098,0.00043751186,0.00068207737,0.00021672249,0.00061807304,0.0007198374,0.13797523],"category_scores_gemma":[0.00063504453,0.0003371915,0.00020006661,0.00043833262,0.00039950278,0.00015118666,0.00006619659,0.00015766785,0.0006227521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006345837,0.000035047866,0.0008237999,0.00012711056,0.000051683553,7.114363e-7,0.016997164,1.0089408e-7,0.0000024692301,0.062481545,0.9192556,0.00021840943],"study_design_scores_gemma":[0.00025083468,0.00006997319,0.0001359526,0.00006856646,0.000022710823,3.8633627e-7,0.017952783,0.000015906424,0.0000030653864,0.0005752468,0.98045653,0.00044804576],"about_ca_topic_score_codex":0.067465745,"about_ca_topic_score_gemma":0.07106093,"teacher_disagreement_score":0.13735248,"about_ca_system_score_codex":0.00040245694,"about_ca_system_score_gemma":0.0004919882,"threshold_uncertainty_score":0.99990803},"labels":[],"label_agreement":null},{"id":"W6982131650","doi":"","title":"Green Impact Partners (“GIP”) Announces Increase in Colorado RNG Production Capacity and First Quarter 2022 Results – Advanced BioFuels USA","year":2022,"lang":"en","type":"other","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Biofuel; Quarter (Canadian coin); Renewable energy; Work (physics)","score_opus":0.02157400156224104,"score_gpt":0.33147817654461,"score_spread":0.30990417498236894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982131650","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37181017,0.00035197422,0.000005356901,0.0040839696,0.0012113801,0.0041538966,0.00043491414,0.00037702906,0.61757135],"genre_scores_gemma":[0.6521769,0.00009841195,0.000103031656,0.00009081391,0.0010231116,0.00035351573,0.00026488665,0.00013872216,0.3457506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557894,0.0011669646,0.0007143375,0.0010097778,0.0008785907,0.00065140595],"domain_scores_gemma":[0.99829906,0.0001715058,0.0006376492,0.00049769954,0.00024370378,0.00015039924],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004046836,0.0004248437,0.00058497733,0.00079102593,0.00081093016,0.0001432335,0.0003913119,0.00031793263,0.0032404033],"category_scores_gemma":[0.0015307977,0.00038671633,0.00009716358,0.0016709113,0.0006692458,0.0004991401,0.00012023685,0.0005056746,0.000016902697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006170269,0.00054648006,0.22343434,0.0009954276,0.00019045016,0.000044497716,0.07602934,0.0001590638,0.000039280432,0.0072483276,0.688319,0.0023767408],"study_design_scores_gemma":[0.0011185069,0.00028949094,0.026893059,0.00010684952,0.00002645082,0.0000054327993,0.029318906,0.000031592845,0.0000026028545,0.0017392505,0.9395978,0.0008700546],"about_ca_topic_score_codex":0.41980335,"about_ca_topic_score_gemma":0.597815,"teacher_disagreement_score":0.28036675,"about_ca_system_score_codex":0.0015690031,"about_ca_system_score_gemma":0.0006197768,"threshold_uncertainty_score":0.9998585},"labels":[],"label_agreement":null},{"id":"W6983521779","doi":"","title":"Mosaico productivo enfocado en la conservación de ecosistemas: Proyecto Musinga – Musinguita","year":2019,"lang":"es","type":"dissertation","venue":"Institutional Repository University of Antioquia (University of Antioquia)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zea mays; Human use; Fauna","score_opus":0.010283112935902013,"score_gpt":0.2515912495536426,"score_spread":0.2413081366177406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983521779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94070035,0.00021619696,0.0012996504,0.00057573314,0.0018868416,0.0017062004,0.00019210052,0.0001459252,0.05327698],"genre_scores_gemma":[0.98215556,0.00035577465,0.00087048317,0.000015458694,0.0002891143,3.6903884e-7,0.0004408416,0.00004173575,0.01583068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99353087,0.00168423,0.00080716785,0.0013517176,0.0018695982,0.0007563981],"domain_scores_gemma":[0.9919539,0.00043931667,0.0023962462,0.0009380807,0.0040265424,0.00024588653],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002514961,0.0006852396,0.0013454658,0.0009860017,0.0038651463,0.00012495925,0.0017424185,0.0012435043,0.00012427308],"category_scores_gemma":[0.00055097666,0.0010253926,0.00085762714,0.0016187361,0.0034619984,0.0017910156,0.00036844218,0.00088282226,0.00004089327],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036008845,0.0056105605,0.24424411,0.027427219,0.00417266,0.0016525744,0.29762372,0.014643981,0.03906711,0.35648242,0.0035918304,0.0018829246],"study_design_scores_gemma":[0.005912279,0.0010833638,0.37293518,0.007531211,0.002355562,0.00027804275,0.50374985,0.0036610134,0.001309142,0.0011269388,0.09699478,0.0030626515],"about_ca_topic_score_codex":0.04719588,"about_ca_topic_score_gemma":0.0036767907,"teacher_disagreement_score":0.3553555,"about_ca_system_score_codex":0.00197553,"about_ca_system_score_gemma":0.007779144,"threshold_uncertainty_score":0.99925},"labels":[],"label_agreement":null},{"id":"W6990046455","doi":"","title":"Concerns grow over compensation payouts for Ontario´s cancelled green energy projects\\n(The Star Movies)","year":2019,"lang":"en","type":"other","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compensation (psychology); Energy (signal processing); Star (game theory); Renewable energy","score_opus":0.03461019823585338,"score_gpt":0.31811464443106274,"score_spread":0.28350444619520937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990046455","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00086762715,0.00012992983,0.0011888716,0.0015318479,0.0021233498,0.0054920767,0.000083795596,0.00032979186,0.9882527],"genre_scores_gemma":[0.048710622,0.0000117267655,0.00013184812,0.0006603381,0.002082225,0.0004397105,0.00019893493,0.00023251807,0.94753206],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970674,0.0004186957,0.0005236106,0.0006071022,0.00080393924,0.000579232],"domain_scores_gemma":[0.99783564,0.00024424362,0.00067072385,0.00064908864,0.00053670135,0.00006361725],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012768969,0.00037747438,0.00055458234,0.000218285,0.00055734,0.00015756003,0.0006682443,0.00044796904,0.004341587],"category_scores_gemma":[0.0001366306,0.000283045,0.0001756874,0.000357024,0.00036023022,0.00015253836,0.0000822482,0.00022470069,0.00003791799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031710246,0.00004493056,0.0039956644,0.00025689276,0.0001399616,8.7177494e-7,0.02981577,0.000011183247,0.0000025020415,0.46398404,0.5012209,0.000495555],"study_design_scores_gemma":[0.0006364335,0.000056997273,0.0005114105,0.00006127182,0.000039502,1.8522033e-7,0.0056053824,0.000134185,0.0000024582175,0.0019713154,0.99058014,0.0004006924],"about_ca_topic_score_codex":0.97382104,"about_ca_topic_score_gemma":0.9870703,"teacher_disagreement_score":0.48935926,"about_ca_system_score_codex":0.0019335325,"about_ca_system_score_gemma":0.0027555719,"threshold_uncertainty_score":0.99996215},"labels":[],"label_agreement":null},{"id":"W6991100242","doi":"","title":"Facts about our ecological crisis are incontrovertible: we must take action","year":2018,"lang":"en","type":"article","venue":"Insight (University of Cumbria)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Birkbeck, University of London; University of Bristol; University of Reading; University of Oxford; Trent University; Keele University; University of East London; University of Gloucestershire; University of Winchester; University College London; University of Roehampton; University of Derby; London Metropolitan University; University of Bath; Middlesex University; University of Exeter; Nottingham Trent University; University of East Anglia","keywords":"Action (physics); Government (linguistics); Unconscionability; Sustainability; Ecological crisis","score_opus":0.050495877128303696,"score_gpt":0.3132499917715107,"score_spread":0.26275411464320697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991100242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9467929,0.000042677337,0.0012988937,0.010397728,0.0013445346,0.00054829445,0.000016615408,0.00018262384,0.039375726],"genre_scores_gemma":[0.9958309,0.000030575804,0.00015588387,0.00015655738,0.0006416548,7.1595156e-7,0.000007409105,0.000009417343,0.0031669135],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980941,0.00042456196,0.00021933395,0.0003579141,0.0005348274,0.00036926824],"domain_scores_gemma":[0.9976697,0.00008876477,0.00038683557,0.00029853097,0.0014308857,0.00012526954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075870304,0.00014621424,0.00032732997,0.0002586274,0.0012974506,0.00006349566,0.0004619508,0.0002760314,0.00044572694],"category_scores_gemma":[0.00055572164,0.00017194304,0.00010898995,0.0009203773,0.00040105867,0.0008425128,0.00011985968,0.00020159056,0.00009650732],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009836819,0.0019356533,0.15566285,0.0007087704,0.000588706,0.0002320892,0.31785688,0.00014165991,0.003933172,0.21130094,0.28808564,0.01856995],"study_design_scores_gemma":[0.0012493097,0.0002653931,0.33292845,0.000057458336,0.00006423905,0.0000022492375,0.31450737,0.00020303123,0.00014022553,0.003988092,0.3461794,0.00041481812],"about_ca_topic_score_codex":0.014835842,"about_ca_topic_score_gemma":0.06232426,"teacher_disagreement_score":0.20731285,"about_ca_system_score_codex":0.00056187157,"about_ca_system_score_gemma":0.0003614762,"threshold_uncertainty_score":0.9979072},"labels":[],"label_agreement":null},{"id":"W7001213463","doi":"","title":"IPO Activity in Europe under the Covid-19 Pandemic : With a focus on the Norwegian IPO market","year":2021,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Initial public offering; Norwegian; Quarter (Canadian coin); Pandemic; Capital (architecture); Venture capital; European market","score_opus":0.06135340547399402,"score_gpt":0.3495185812630948,"score_spread":0.2881651757891008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001213463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7356219,0.00004449864,0.0005957786,0.03157263,0.00014142384,0.0025319087,0.000113008864,0.000054099415,0.22932474],"genre_scores_gemma":[0.97683054,0.00014441769,0.000029048697,0.000101276746,0.00010081499,0.00001123355,0.00013861578,0.000028369761,0.022615673],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9872632,0.009150462,0.00020202751,0.00066516903,0.0019799226,0.0007391963],"domain_scores_gemma":[0.9925255,0.0048015434,0.00030323275,0.0008022263,0.0013644004,0.00020308333],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009163833,0.0002456886,0.00038907453,0.0007247319,0.0028558983,0.00012914026,0.0016205296,0.00018900208,0.00077995734],"category_scores_gemma":[0.0036227428,0.00018893338,0.00012652496,0.0030271823,0.0019037733,0.00023613311,0.00026994263,0.0020147678,0.000018883355],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057086563,0.0009724106,0.04832856,0.0013679812,0.0005714889,0.0006007375,0.5119195,0.00024902416,0.0007820615,0.36561114,0.055023838,0.008864642],"study_design_scores_gemma":[0.00089882134,0.00028943864,0.32183108,0.00025212712,0.000033007218,0.0000034657692,0.59788287,0.00013370547,0.00000825835,0.024182808,0.054089006,0.00039541684],"about_ca_topic_score_codex":0.09316621,"about_ca_topic_score_gemma":0.5691687,"teacher_disagreement_score":0.47600248,"about_ca_system_score_codex":0.001121856,"about_ca_system_score_gemma":0.0056304983,"threshold_uncertainty_score":0.9988262},"labels":[],"label_agreement":null},{"id":"W7002258969","doi":"","title":"Monitoring the Pulse of the Planet: Assessing the Transformative Potential of Applying the UN Biodiversity Lab as a Governance Instrument","year":2023,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Biodiversity; Accountability; Big data; Corporate governance; Sustainability; Earth system science; Citizen science","score_opus":0.03593974993691927,"score_gpt":0.32891242640382296,"score_spread":0.29297267646690367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002258969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982861,0.000087586894,0.000078184625,0.0022781468,0.0004821021,0.0025771593,0.00033325673,0.000020780217,0.01128178],"genre_scores_gemma":[0.99862707,0.00025229735,0.000029403704,0.0000049890577,0.00009304245,0.000009447066,0.000088168556,0.000010407803,0.00088520476],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9937837,0.002713373,0.00032062564,0.00029010713,0.0024110363,0.00048115227],"domain_scores_gemma":[0.99648577,0.0013246109,0.0007044062,0.0005447461,0.0008890177,0.00005147268],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005391237,0.00017816456,0.00031031005,0.00019428835,0.0049058087,0.000087106135,0.0024546671,0.00013202877,0.00007568516],"category_scores_gemma":[0.0006291462,0.000113171845,0.00022061955,0.0014208462,0.002381725,0.00033981696,0.0003850717,0.0011441837,0.000008889302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005263208,0.00021863414,0.021169323,0.0013067331,0.0007039893,0.000022813434,0.89558697,0.00037523612,0.001992761,0.031077364,0.0012069287,0.045812942],"study_design_scores_gemma":[0.000296891,0.000054288692,0.31048134,0.0002624904,0.000056222856,6.55397e-7,0.6824677,0.0001305559,0.0003409377,0.0041642752,0.0016340071,0.000110637964],"about_ca_topic_score_codex":0.12256887,"about_ca_topic_score_gemma":0.017079366,"teacher_disagreement_score":0.289312,"about_ca_system_score_codex":0.00033547208,"about_ca_system_score_gemma":0.0011854938,"threshold_uncertainty_score":0.9963897},"labels":[],"label_agreement":null},{"id":"W7005693681","doi":"","title":"The Role of Corporate Governance in driving Environmental Sustainability: The Impact of Board Composition and CEO Psychological Traits","year":2025,"lang":"en","type":"article","venue":"Electronic Theses and Dissertations Repository (University of Pisa)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Global warming; Effects of global warming; Government (linguistics); Climate risk; Gloom","score_opus":0.0048412760121888145,"score_gpt":0.2673729242524807,"score_spread":0.2625316482402919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005693681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99690676,0.0005138654,0.00005210097,0.00035242178,0.000014090251,0.00030922657,0.000002829718,0.0000057812153,0.0018429557],"genre_scores_gemma":[0.99960876,0.0000641924,0.000008978878,0.000001225866,0.0000050152435,0.0000013564501,0.0000017695928,0.0000019781496,0.00030675085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915063,0.0002835867,0.0001617866,0.00013328243,0.00011406485,0.00015665221],"domain_scores_gemma":[0.9992344,0.00028812903,0.00025248757,0.0001161442,0.00009033505,0.000018516781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000431765,0.00006362768,0.00012960038,0.00003684537,0.0007084567,0.000018929564,0.00015915325,0.00004442189,0.00000456087],"category_scores_gemma":[0.00006967935,0.000049286973,0.000054403983,0.00025488285,0.0007305842,0.00014181364,0.000027227805,0.00009809368,3.0457056e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001787608,0.00023907676,0.47990617,0.00003656783,0.00006083679,9.396129e-7,0.028302334,0.00019463518,0.00972478,0.47748592,0.000008525886,0.0038614504],"study_design_scores_gemma":[0.00016366612,0.00010336111,0.8607649,0.000016866165,0.000014724975,8.0026354e-7,0.116450645,0.00026897585,0.00016442596,0.021970324,0.000038812963,0.00004249788],"about_ca_topic_score_codex":0.007014183,"about_ca_topic_score_gemma":0.004613497,"teacher_disagreement_score":0.4555156,"about_ca_system_score_codex":0.0002788988,"about_ca_system_score_gemma":0.00020611864,"threshold_uncertainty_score":0.9995982},"labels":[],"label_agreement":null},{"id":"W7015921634","doi":"","title":"2011 URI Diversity Week Keynote Speaker Dr. Michio Kaku: Towards a Multicultural, Scientific, and Tolerant Future for the Planet","year":2011,"lang":"en","type":"article","venue":"Digital Commons - URI (University of Rhode Island)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futurist; Diversity (politics); Futures studies; Narrative; Fatalism; Power (physics)","score_opus":0.042834733726080106,"score_gpt":0.24663678294080346,"score_spread":0.20380204921472336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015921634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965704,0.00016575612,0.00081333896,0.003028534,0.00062170986,0.001169269,0.0010237764,0.000097704906,0.027375866],"genre_scores_gemma":[0.9942739,0.000010436958,0.0002005133,0.000027460768,0.00011156304,9.812238e-7,0.00016688673,0.00000899707,0.0051992824],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984717,0.00012823583,0.00018868677,0.00038182965,0.00042674533,0.0004028155],"domain_scores_gemma":[0.9986769,0.00018414554,0.00020653002,0.00036970232,0.00044110327,0.000121619574],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00072090386,0.00019523373,0.00029483502,0.00013631211,0.0032593575,0.00021911673,0.00074449833,0.00013827762,0.00017060284],"category_scores_gemma":[0.00007427313,0.00016748533,0.00012718761,0.0002747512,0.0012964634,0.000971416,0.0004982502,0.0001899399,0.000016845586],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001057201,0.0009572674,0.11131682,0.0003128501,0.00046415895,0.00005226416,0.7062389,0.000028363735,0.000026712187,0.07747291,0.0962819,0.005790635],"study_design_scores_gemma":[0.0026072515,0.00036813522,0.26527143,0.000051326955,0.00022577887,0.0000142228955,0.26807666,0.0008499388,0.0000143206635,0.005020879,0.45667714,0.00082290097],"about_ca_topic_score_codex":0.022294777,"about_ca_topic_score_gemma":0.060722686,"teacher_disagreement_score":0.43816224,"about_ca_system_score_codex":0.00011062386,"about_ca_system_score_gemma":0.00014161193,"threshold_uncertainty_score":0.9980383},"labels":[],"label_agreement":null},{"id":"W7017952597","doi":"","title":"Compte-rendu de l’évènement. 30 ans de biodiversité : un héritage de Rio aux générations futures","year":2022,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Derogation; Lafora disease; Convention","score_opus":0.013035858232568504,"score_gpt":0.2401656720061736,"score_spread":0.22712981377360508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017952597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6536999,0.0005456178,0.0017819197,0.003935594,0.00037831604,0.0011856806,0.0004678985,0.00012465347,0.33788046],"genre_scores_gemma":[0.76962507,0.00030771637,0.0021482904,0.0002593135,0.00034982193,0.000007642593,0.00032810672,0.00008131728,0.22689274],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99467295,0.002241091,0.0004786537,0.00074315513,0.0007419022,0.0011222194],"domain_scores_gemma":[0.99773115,0.00042293518,0.00066098553,0.0006634642,0.0002379666,0.00028347335],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001839951,0.00047180767,0.00073315826,0.00097011664,0.0025392398,0.00006444964,0.001561471,0.000480522,0.02184997],"category_scores_gemma":[0.00019204439,0.00068512675,0.00036565083,0.0013701256,0.0015385018,0.00033347122,0.00057593436,0.00095909246,0.00007465414],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009510891,0.0007797609,0.115032114,0.00039918648,0.00032505562,0.00037184998,0.5701933,0.0017789553,0.000045760815,0.26562145,0.01489369,0.03046381],"study_design_scores_gemma":[0.0014211872,0.00013600755,0.29522413,0.00012136098,0.00023006964,0.0000070424935,0.6088566,0.000966463,0.0000023801285,0.036180705,0.056195,0.00065901753],"about_ca_topic_score_codex":0.93374014,"about_ca_topic_score_gemma":0.9902415,"teacher_disagreement_score":0.22944073,"about_ca_system_score_codex":0.0039023943,"about_ca_system_score_gemma":0.002312392,"threshold_uncertainty_score":0.99992144},"labels":[],"label_agreement":null},{"id":"W7033121444","doi":"","title":"PASoC: A Predictable Accelerator Rich SoC for Safety-Critical Systems","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Predictability; Cache coherence; Cache; MESI protocol; Coherence (philosophical gambling strategy); Latency (audio); Cache pollution; Non-uniform memory access; CPU cache","score_opus":0.020224206968329432,"score_gpt":0.2870270597559046,"score_spread":0.26680285278757515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033121444","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983112,0.00015927371,0.00017636546,0.003013035,0.0046903975,0.0032721797,0.00041396738,0.00051585364,0.0046469653],"genre_scores_gemma":[0.3012295,0.000030845782,0.00020091455,0.000008758279,0.00055503217,0.000014817018,0.0010654138,0.0000630203,0.6968317],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970076,0.0003945946,0.00038707105,0.0006204232,0.0008527636,0.0007375114],"domain_scores_gemma":[0.9964489,0.0004745602,0.00039599132,0.00040551843,0.0021093518,0.00016571932],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017841356,0.00031147557,0.00071108906,0.00046465988,0.0018743757,0.00015067324,0.00076180574,0.00069195655,0.00015636419],"category_scores_gemma":[0.0007494411,0.0003862156,0.00025035435,0.0007327927,0.00034127035,0.0005184944,0.00007350169,0.00033609563,0.00006007412],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041835077,0.00019014547,0.0020553884,0.005552443,0.00030480206,0.00002865259,0.8177215,0.00009384405,0.00015692762,0.14123617,0.031864367,0.00037745046],"study_design_scores_gemma":[0.00068259065,0.00014286498,0.0020027098,0.00036139647,0.00020125153,5.129827e-7,0.97710735,0.0003583144,0.000026624231,0.0022300803,0.016395073,0.0004912496],"about_ca_topic_score_codex":0.21396074,"about_ca_topic_score_gemma":0.18276523,"teacher_disagreement_score":0.69218475,"about_ca_system_score_codex":0.00076923723,"about_ca_system_score_gemma":0.0010114823,"threshold_uncertainty_score":0.999859},"labels":[],"label_agreement":null},{"id":"W7033730848","doi":"","title":"Robotic friction stir welding of aerospace components","year":2009,"lang":"en","type":"other","venue":"NPARC","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aerospace; Friction stir welding; Welding; Robot welding; Component (thermodynamics)","score_opus":0.02426883251423683,"score_gpt":0.31077432489608753,"score_spread":0.2865054923818507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033730848","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020514564,0.00008569914,0.001107233,0.00064792705,0.0011284694,0.0007347931,0.0000054260368,0.00023339894,0.9940056],"genre_scores_gemma":[0.5619348,0.000021179365,0.0007901568,0.00002953937,0.0008794818,0.000011556179,0.00002543468,0.00010639674,0.43620142],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813306,0.00030659096,0.00032949142,0.0002855697,0.00063462096,0.00031066473],"domain_scores_gemma":[0.9989139,0.00005614269,0.00046044835,0.00030691142,0.00020824543,0.000054386634],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008140982,0.00018193918,0.0003708609,0.0003025161,0.00024318708,0.000041704567,0.00030444993,0.00029793495,0.0017042086],"category_scores_gemma":[0.0002563093,0.0001929324,0.000081145416,0.0005022486,0.00018373464,0.00007369842,0.000032991065,0.0002060342,0.00003957025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014675945,0.00029664318,0.007479519,0.00065145176,0.00011096237,0.0000076186916,0.01295296,0.00028963224,0.0009143581,0.19978075,0.7746031,0.0028982828],"study_design_scores_gemma":[0.00059573265,0.00011088965,0.008807452,0.00072452595,0.000076618955,0.0000013248927,0.005207282,0.00013045836,0.00006625508,0.018651119,0.9648911,0.00073727826],"about_ca_topic_score_codex":0.006861421,"about_ca_topic_score_gemma":0.0022975488,"teacher_disagreement_score":0.55988336,"about_ca_system_score_codex":0.00037269422,"about_ca_system_score_gemma":0.0001636243,"threshold_uncertainty_score":0.999752},"labels":[],"label_agreement":null},{"id":"W7034288283","doi":"","title":"Synthèse chimique et évaluation biologique de dérivés stéroïdiens pour lutter contre les maladies sensibles aux estrogènes","year":2018,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs","keywords":"Coronary heart disease; General interest","score_opus":0.018794843858333677,"score_gpt":0.25463268513757537,"score_spread":0.23583784127924168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034288283","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6661929,0.0013557656,0.0021984347,0.013169761,0.0015108713,0.0021203426,0.00029804645,0.0007071951,0.3124467],"genre_scores_gemma":[0.40906492,0.0021006346,0.0009555288,0.00027597533,0.001233198,0.000007529693,0.00028024943,0.00024695895,0.585835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908519,0.004350108,0.00075845246,0.0015746513,0.00088144245,0.0015834661],"domain_scores_gemma":[0.99406356,0.00092884846,0.0013256031,0.0009903639,0.0022352082,0.00045644154],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028213363,0.0012432744,0.0013695247,0.0013670549,0.0030376203,0.0002297649,0.001536156,0.0018434334,0.0028712342],"category_scores_gemma":[0.0007632523,0.0014052845,0.0006602298,0.0016299336,0.0022877988,0.0007547906,0.0007174665,0.0010129886,0.0002685902],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003809593,0.0004680332,0.20800503,0.000726151,0.0011843474,0.00072548026,0.10071856,0.00042023222,0.008263413,0.6513904,0.016106755,0.011610675],"study_design_scores_gemma":[0.003378546,0.000904361,0.074200474,0.0015998493,0.0013330865,0.00013940161,0.116193295,0.0009665149,0.0023053566,0.008720777,0.7873042,0.0029541163],"about_ca_topic_score_codex":0.12572032,"about_ca_topic_score_gemma":0.32547206,"teacher_disagreement_score":0.77119744,"about_ca_system_score_codex":0.0050319834,"about_ca_system_score_gemma":0.003869938,"threshold_uncertainty_score":0.9994524},"labels":[],"label_agreement":null},{"id":"W7034374972","doi":"","title":"StÃ©rilisation par plasma Ã  basse pression, mÃ©canismes et effets sur les polymÃ¨res biomÃ©dicaux","year":2000,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Emperipolesis; Fusible alloy","score_opus":0.005315271843521353,"score_gpt":0.1845667844498947,"score_spread":0.17925151260637334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034374972","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13987386,0.001628671,0.000051247644,0.014688569,0.0010847804,0.0012603416,0.0008191471,0.000038897222,0.8405545],"genre_scores_gemma":[0.7464507,0.00038172683,0.00020482126,0.0006837575,0.00041052702,0.00005264786,0.00006954411,0.00010832923,0.2516379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99297297,0.0011598046,0.0009150311,0.0007369098,0.0034670343,0.00074827846],"domain_scores_gemma":[0.9973435,0.0009613875,0.0007917738,0.00047039465,0.0000052805394,0.000427679],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000110821624,0.0006223339,0.00074652827,0.00012240083,0.00090976694,0.00012448768,0.0006536173,0.00022700233,0.0034387659],"category_scores_gemma":[0.000049942435,0.0006068108,0.000092686736,0.00031504987,0.0007674674,0.0007201019,0.00018994375,0.00039798897,5.9688055e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085614057,0.0003632211,0.18402773,0.0031134377,0.0007305995,0.00014667683,0.0060684956,0.0003058033,0.0037754586,0.6922701,0.056647196,0.05169512],"study_design_scores_gemma":[0.0007746009,0.00013605459,0.13461982,0.0009380201,0.00008002788,0.0000050742706,0.009386192,0.0009563459,0.0036905052,0.0032262355,0.84528595,0.00090118806],"about_ca_topic_score_codex":0.18901628,"about_ca_topic_score_gemma":0.55871373,"teacher_disagreement_score":0.7886387,"about_ca_system_score_codex":0.000079895646,"about_ca_system_score_gemma":0.007433477,"threshold_uncertainty_score":0.9996383},"labels":[],"label_agreement":null},{"id":"W7034468215","doi":"","title":"Tomorrow's imperatives today : proceedings of the 13th annual forum, Vancouver, British Columbia /","year":2015,"lang":"en","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Exposition (narrative); Work (physics); Agency (philosophy)","score_opus":0.006376989368136175,"score_gpt":0.2370488502959694,"score_spread":0.2306718609278332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034468215","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03820861,0.0018580754,0.00001909808,0.003395659,0.0006920274,0.0019318153,0.001153721,0.000263865,0.95247716],"genre_scores_gemma":[0.26839155,0.000103520455,0.00013848694,0.00034736042,0.0007216928,0.00019101058,0.000017428474,0.000230579,0.7298584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99495673,0.0003427499,0.0008441299,0.0007227166,0.0025692477,0.0005644504],"domain_scores_gemma":[0.9958577,0.00156667,0.0013019405,0.00035294332,0.0007366443,0.00018408193],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012686513,0.00040562256,0.0006386866,0.00051532284,0.00072603667,0.0008356575,0.0015125878,0.00023402629,0.004421239],"category_scores_gemma":[0.0074684247,0.00046014128,0.00028923783,0.0017748175,0.0014339095,0.0007296399,0.0005423185,0.000486088,0.000021554575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000018712328,0.00020894887,0.09639493,0.0002183799,0.00013227982,0.0000022850732,0.017180055,0.0000036765603,0.000016810647,0.00990745,0.87579525,0.000121224635],"study_design_scores_gemma":[0.00063370814,0.000082663304,0.025106283,0.0003904325,0.00004452535,0.0000067501164,0.012167284,0.000011679504,0.000009731977,0.0014564525,0.9595828,0.0005076583],"about_ca_topic_score_codex":0.91483134,"about_ca_topic_score_gemma":0.99974066,"teacher_disagreement_score":0.23018295,"about_ca_system_score_codex":0.0058302865,"about_ca_system_score_gemma":0.06360017,"threshold_uncertainty_score":0.999785},"labels":[],"label_agreement":null},{"id":"W7038731844","doi":"","title":"Investors Chose Value over Sustainability in the Fourth Quarter of 2021","year":2022,"lang":"en","type":"other","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chose; Value (mathematics); Sustainability; Quarter (Canadian coin); Consumption (sociology); Time value of money","score_opus":0.01230115698063417,"score_gpt":0.3200729280799824,"score_spread":0.3077717710993482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038731844","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006820985,0.00013112344,0.000038657687,0.0039330986,0.00064946816,0.0026470532,0.000019541738,0.00007824127,0.98568183],"genre_scores_gemma":[0.40738183,0.000011104372,0.00006155,0.0004409886,0.00087231107,0.00028403368,0.000046195986,0.00016419911,0.59073776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99417704,0.0029564602,0.0006446616,0.0005125376,0.001202994,0.0005062823],"domain_scores_gemma":[0.9978756,0.00034541296,0.00045735153,0.0009772977,0.00029279955,0.000051554387],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006552124,0.00027699454,0.00047528656,0.00052780146,0.0003035958,0.00006923889,0.000978276,0.0002943888,0.03711288],"category_scores_gemma":[0.0016884109,0.00021274033,0.00017445034,0.0015896163,0.0006861003,0.00012711296,0.00014174852,0.0005395842,0.000009496873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063865027,0.00019441165,0.059861846,0.0002820883,0.000026010257,0.000006709694,0.046330616,0.000018047336,1.2675892e-7,0.46216688,0.43091512,0.0001917713],"study_design_scores_gemma":[0.0002287257,0.0000491408,0.008676084,0.000016991127,0.0000129722575,2.85618e-7,0.12624891,0.000012575064,1.5067242e-7,0.02304745,0.8414608,0.00024588875],"about_ca_topic_score_codex":0.20771787,"about_ca_topic_score_gemma":0.08797636,"teacher_disagreement_score":0.43911943,"about_ca_system_score_codex":0.0015413293,"about_ca_system_score_gemma":0.0015834464,"threshold_uncertainty_score":0.96376735},"labels":[],"label_agreement":null},{"id":"W7065283933","doi":"","title":"De la declarația nefinanciară la raportarea privind durabilitatea: noi provocări pentru analiștii și auditorii financiari","year":2023,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Audit; Criminal responsibility","score_opus":0.0172940529046214,"score_gpt":0.28873091006670965,"score_spread":0.27143685716208826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065283933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78097963,0.0009444437,0.03901421,0.032724988,0.0033136464,0.0044251448,0.00025851824,0.001808863,0.13653058],"genre_scores_gemma":[0.96244586,0.00034396307,0.005824335,0.000072761715,0.0004338837,0.0005646501,0.00061753776,0.00014115633,0.029555831],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97057074,0.023655603,0.0014711283,0.0016323777,0.0014777676,0.001192356],"domain_scores_gemma":[0.9818513,0.0065797623,0.0014467577,0.003149028,0.0066143884,0.00035876906],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04418177,0.00068747194,0.00086737215,0.0005580026,0.0020292888,0.001467017,0.0027387792,0.0011854876,0.00016383582],"category_scores_gemma":[0.0308925,0.0007865455,0.00047761766,0.0017948035,0.001629736,0.0004204179,0.0017053422,0.001889436,0.000083685394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030583113,0.0011061155,0.11587302,0.0009887008,0.00017389242,0.00006356233,0.13968687,0.00034645532,0.00018631545,0.7184142,0.0155061055,0.007624184],"study_design_scores_gemma":[0.0013132766,0.0000030506214,0.37478304,0.0030122804,0.00018575588,0.000019094774,0.006008042,0.0029025152,0.0009909414,0.15264405,0.45602864,0.002109302],"about_ca_topic_score_codex":0.037650414,"about_ca_topic_score_gemma":0.048020676,"teacher_disagreement_score":0.56577015,"about_ca_system_score_codex":0.0014466668,"about_ca_system_score_gemma":0.005242742,"threshold_uncertainty_score":0.99956954},"labels":[],"label_agreement":null},{"id":"W7069318409","doi":"","title":"Rabbit Lake","year":2014,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chorus; Poetry; Indigenous; Situated; Politics; The Imaginary","score_opus":0.0072692788040411,"score_gpt":0.19409545479543192,"score_spread":0.1868261759913908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7069318409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7847701,0.000012483277,0.0037269155,0.005537001,0.00030117919,0.00039974405,0.00005461848,0.0004488864,0.20474908],"genre_scores_gemma":[0.9211711,0.000010849479,0.0014251723,0.000087211825,0.00013838673,2.0920671e-8,0.000050829985,0.000012475964,0.077103935],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981892,0.0005478263,0.00013237841,0.0003527145,0.00040586205,0.00037203392],"domain_scores_gemma":[0.998838,0.00017553895,0.00021167075,0.0003847575,0.00020673478,0.00018331388],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005471165,0.00015187902,0.00028904044,0.00036498337,0.0011813423,0.000036802438,0.00092547724,0.00019794761,0.0022833992],"category_scores_gemma":[0.000056646295,0.00022010089,0.00016611419,0.0010148695,0.00085321243,0.0022437999,0.00028948105,0.00021041582,0.00007840051],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002921415,0.00034216844,0.23943998,0.00026072262,0.00015751594,0.00010334783,0.49298006,0.00011411537,0.00009057695,0.24139358,0.019469382,0.005356425],"study_design_scores_gemma":[0.00065307965,0.000054979246,0.012743958,0.000024550294,0.000030017549,6.0646363e-7,0.46928382,0.000068104666,0.000025135916,0.0031599805,0.51370907,0.00024671204],"about_ca_topic_score_codex":0.011033269,"about_ca_topic_score_gemma":0.039076515,"teacher_disagreement_score":0.49423966,"about_ca_system_score_codex":0.00013526497,"about_ca_system_score_gemma":0.0006156234,"threshold_uncertainty_score":0.9986287},"labels":[],"label_agreement":null},{"id":"W7070046606","doi":"","title":"PaatLenge:;1844-461-2828 Netgear router technical support phone number(1844-461-2828) netgear router tech support phone number 18444612828:::Holiday","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Router; Core router; One-armed router; Phone; Link state packet","score_opus":0.014798808320062714,"score_gpt":0.31438725098956494,"score_spread":0.29958844266950224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070046606","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030047365,0.0000074547215,0.0021662205,0.0019956932,0.00393063,0.006669256,0.0003527051,0.002305785,0.9795675],"genre_scores_gemma":[0.10884429,0.00025071672,0.00202657,0.0006793827,0.0037687046,0.0016488952,0.00039871488,0.0013582536,0.8810245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97779006,0.0038062849,0.0036639078,0.007350534,0.0036878393,0.00370137],"domain_scores_gemma":[0.9834425,0.0009377773,0.0025604435,0.0103699025,0.0014522016,0.0012372094],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.02024747,0.0023935565,0.0029615476,0.0009954172,0.001345305,0.0010079802,0.006001841,0.003734551,0.87055135],"category_scores_gemma":[0.004416713,0.0024261703,0.0013289895,0.0017156904,0.002699224,0.0012492877,0.004285601,0.003085755,0.8499104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024360637,0.0013092281,0.04355826,0.00070957496,0.00078633055,0.00023682755,0.008102382,0.000014648457,0.0005782935,0.00840815,0.9289869,0.0070657954],"study_design_scores_gemma":[0.0020903384,0.000009243228,0.0038958667,0.0004969929,0.00028247168,0.00014866205,0.0013825222,0.000012991039,0.00046049958,0.005301722,0.98319346,0.002725245],"about_ca_topic_score_codex":0.015597061,"about_ca_topic_score_gemma":0.0059514884,"teacher_disagreement_score":0.10583955,"about_ca_system_score_codex":0.0038826272,"about_ca_system_score_gemma":0.0031653987,"threshold_uncertainty_score":0.9999548},"labels":[],"label_agreement":null},{"id":"W7086745663","doi":"10.5281/zenodo.17307264","title":"Digital book & tutorial","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Workflow; Preprocessor; Work (physics)","score_opus":0.020139052305814052,"score_gpt":0.2864837972942831,"score_spread":0.26634474498846905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7086745663","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000079776955,0.00019104558,0.0008402998,0.0008017615,0.0010547893,0.0010349512,0.00039720756,0.0020670549,0.9936049],"genre_scores_gemma":[0.004615575,0.000062540814,0.00002740206,0.00011989443,0.002985892,9.021551e-8,0.0018088559,0.0038989044,0.98648083],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721533,0.00061932666,0.00034173136,0.0005488569,0.0007737014,0.0005010412],"domain_scores_gemma":[0.99798554,0.00003835354,0.00023245356,0.00057753635,0.001026452,0.00013964651],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011773107,0.00022283063,0.0002580201,0.0005810881,0.0029482422,0.002016267,0.0014401197,0.00026475647,0.06833345],"category_scores_gemma":[0.0030546247,0.00025312646,0.000088479756,0.0008753108,0.00048636438,0.00031506756,0.0008688703,0.00038234718,0.007821868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011892055,0.000059602917,0.0000019888541,0.00010800895,0.00004271992,0.000005557729,0.0016425947,0.0000011298931,0.0000033308934,0.08999557,0.88771,0.020417606],"study_design_scores_gemma":[0.00025601123,0.000047755806,0.000015143641,0.00007523212,0.000012122509,0.0000025552074,0.0010381389,0.00000412231,0.0000014422696,0.0005673417,0.9977432,0.00023696452],"about_ca_topic_score_codex":0.0007572919,"about_ca_topic_score_gemma":0.000012589031,"teacher_disagreement_score":0.11003317,"about_ca_system_score_codex":0.0006520656,"about_ca_system_score_gemma":0.000064114385,"threshold_uncertainty_score":0.9999921},"labels":[],"label_agreement":null},{"id":"W7092625880","doi":"10.5281/zenodo.17391232","title":"爱的证明:治理 AI 和人类文明的共识机制","year":2025,"lang":"cmn","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Meaning (existential); Foundation (evidence); Corporate governance; Value (mathematics); Work (physics); Civilization","score_opus":0.04913086695644075,"score_gpt":0.3386688064500348,"score_spread":0.289537939493594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7092625880","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020741965,0.0005541245,0.0017723951,0.005521649,0.0028972244,0.003432402,0.0008267518,0.002117844,0.98080343],"genre_scores_gemma":[0.6161825,0.001409068,0.00012318924,0.00093918334,0.005703795,8.337499e-7,0.017792331,0.006679942,0.35116914],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9880296,0.003581561,0.001794992,0.0018662608,0.0031111161,0.0016164556],"domain_scores_gemma":[0.9846941,0.00017580853,0.0010713837,0.0019062498,0.011685732,0.00046669878],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.010042877,0.00076671474,0.0009836159,0.0014670355,0.0142357405,0.0042669135,0.0043559074,0.0008006761,0.038728587],"category_scores_gemma":[0.012103127,0.0008785021,0.00039419986,0.0045461007,0.0013919134,0.0008295463,0.0038964786,0.00203687,0.011254955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007556962,0.0005047077,0.00005859716,0.0024204168,0.00035739646,0.0000841095,0.016434819,0.000068217385,0.00009306305,0.062492803,0.8381943,0.07921599],"study_design_scores_gemma":[0.0005386861,0.00024516464,0.00059444015,0.00047559882,0.00011129641,0.000074745985,0.0062534153,0.00012376775,0.00001833005,0.0017250638,0.9890598,0.0007796999],"about_ca_topic_score_codex":0.002904949,"about_ca_topic_score_gemma":0.000042786858,"teacher_disagreement_score":0.62963426,"about_ca_system_score_codex":0.004131446,"about_ca_system_score_gemma":0.0004028439,"threshold_uncertainty_score":0.99969155},"labels":[],"label_agreement":null},{"id":"W7098292044","doi":"","title":"Assessing the impact of a recent predatory invader: the population dynamics, vertical distribution and potential prey of Cercopagis pengoi in Lake Ontario. Limnology and Oceanography","year":2002,"lang":"en","type":"article","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zooplankton; Diel vertical migration; Copepod; Predation; Bosmina; Bay; Limnology; Abundance (ecology); Population","score_opus":0.02520704556320589,"score_gpt":0.322930156929796,"score_spread":0.2977231113665901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098292044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971801,0.00004753521,0.00027660315,0.0011632692,0.00007169807,0.00051293225,0.0000124985645,0.000013019175,0.0007223392],"genre_scores_gemma":[0.99983793,0.000033387663,0.0000120900695,0.000009600888,0.000027473197,0.000005967158,0.000039710052,0.000004159928,0.000029701354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984187,0.00059085153,0.00039419634,0.00016593272,0.00023374749,0.0001965801],"domain_scores_gemma":[0.9992823,0.00014822542,0.00013160893,0.0001659322,0.0002436681,0.00002827718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014099708,0.00008840708,0.00016748316,0.000081163154,0.0003012314,0.00007869513,0.00011949199,0.00010781093,0.0001253609],"category_scores_gemma":[0.0004034601,0.000055030796,0.00004601705,0.00040574826,0.00058072025,0.0003556512,0.00004538466,0.00017907794,1.1951049e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011565949,0.00007901949,0.97805613,0.000021254253,0.000018207436,2.8013196e-7,0.009493814,0.0000527199,0.000009280218,0.011398405,0.000051153416,0.00080814137],"study_design_scores_gemma":[0.00021580682,0.00006049817,0.98659664,0.000011074177,0.000013490778,0.000001835061,0.005835,0.00475653,0.000004124419,0.0023839094,0.00006307522,0.00005802151],"about_ca_topic_score_codex":0.07908438,"about_ca_topic_score_gemma":0.5671131,"teacher_disagreement_score":0.48802873,"about_ca_system_score_codex":0.00035505948,"about_ca_system_score_gemma":0.00010540678,"threshold_uncertainty_score":0.9270481},"labels":[],"label_agreement":null},{"id":"W7105888404","doi":"10.5281/zenodo.17633125","title":"A.X.I.S. Adaptive eXemplar for Integrity and Sustainability:","year":2025,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Adaptive functioning; Sustainability; Post truth","score_opus":0.04943060042851668,"score_gpt":0.33215558907615894,"score_spread":0.2827249886476423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105888404","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14017762,0.002660492,0.23871946,0.098210536,0.0037861057,0.030715812,0.0027678972,0.0050189723,0.4779431],"genre_scores_gemma":[0.9809683,0.000058099293,0.000108424174,0.00023223483,0.00032695383,7.870262e-7,0.0005612409,0.0007543745,0.016989606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948267,0.0019540228,0.0007145759,0.0010155378,0.0005959801,0.00089320296],"domain_scores_gemma":[0.9920644,0.0002828898,0.0002791697,0.0006919903,0.0064573195,0.00022418618],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006240121,0.00033108133,0.00043490354,0.0005996758,0.009178822,0.0016876684,0.0013343748,0.00028858235,0.0017801217],"category_scores_gemma":[0.01148155,0.00037182024,0.0001305356,0.002051816,0.0011830698,0.0006173916,0.0016580615,0.00079788873,0.00023748912],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041521614,0.00046837493,0.0002034989,0.0017647294,0.00020226924,0.000007724764,0.043823816,0.00003673481,0.000042496824,0.63343376,0.24957146,0.07002995],"study_design_scores_gemma":[0.0008473213,0.00042528647,0.0014581415,0.00010079628,0.000059032285,0.000007142212,0.072186984,0.0012610939,0.000025441599,0.024350965,0.8989354,0.00034242563],"about_ca_topic_score_codex":0.00091202545,"about_ca_topic_score_gemma":0.000042071733,"teacher_disagreement_score":0.8407907,"about_ca_system_score_codex":0.0018636839,"about_ca_system_score_gemma":0.0001460455,"threshold_uncertainty_score":0.9998734},"labels":[],"label_agreement":null},{"id":"W7105891116","doi":"10.5281/zenodo.17633126","title":"A.X.I.S. Adaptive eXemplar for Integrity and Sustainability:","year":2025,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Adaptive functioning; Sustainability; Post truth","score_opus":0.04943060042851668,"score_gpt":0.33215558907615894,"score_spread":0.2827249886476423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105891116","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14017762,0.002660492,0.23871946,0.098210536,0.0037861057,0.030715812,0.0027678972,0.0050189723,0.4779431],"genre_scores_gemma":[0.9809683,0.000058099293,0.000108424174,0.00023223483,0.00032695383,7.870262e-7,0.0005612409,0.0007543745,0.016989606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948267,0.0019540228,0.0007145759,0.0010155378,0.0005959801,0.00089320296],"domain_scores_gemma":[0.9920644,0.0002828898,0.0002791697,0.0006919903,0.0064573195,0.00022418618],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006240121,0.00033108133,0.00043490354,0.0005996758,0.009178822,0.0016876684,0.0013343748,0.00028858235,0.0017801217],"category_scores_gemma":[0.01148155,0.00037182024,0.0001305356,0.002051816,0.0011830698,0.0006173916,0.0016580615,0.00079788873,0.00023748912],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041521614,0.00046837493,0.0002034989,0.0017647294,0.00020226924,0.000007724764,0.043823816,0.00003673481,0.000042496824,0.63343376,0.24957146,0.07002995],"study_design_scores_gemma":[0.0008473213,0.00042528647,0.0014581415,0.00010079628,0.000059032285,0.000007142212,0.072186984,0.0012610939,0.000025441599,0.024350965,0.8989354,0.00034242563],"about_ca_topic_score_codex":0.00091202545,"about_ca_topic_score_gemma":0.000042071733,"teacher_disagreement_score":0.8407907,"about_ca_system_score_codex":0.0018636839,"about_ca_system_score_gemma":0.0001460455,"threshold_uncertainty_score":0.9998734},"labels":[],"label_agreement":null},{"id":"W7115583072","doi":"10.1108/978-1-83708-468-5","title":"The Disruption Continuum","year":2025,"lang":"en","type":"book","venue":"","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Framing (construction); Generative grammar; Perspective (graphical); Process (computing); Field (mathematics); Adaptation (eye); Disruptive innovation","score_opus":0.013122184969120229,"score_gpt":0.3353701217058569,"score_spread":0.3222479367367367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115583072","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028958919,0.00021889542,0.00032112104,0.0043892874,0.0022409856,0.0010894566,0.0000065691925,0.00018905014,0.9915157],"genre_scores_gemma":[0.0045413757,0.000040442843,0.000011937004,0.00017291927,0.001586401,0.00005731307,0.000052506763,0.000014484013,0.99352264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795556,0.00035934505,0.00045513414,0.00029614574,0.00058380346,0.0003499868],"domain_scores_gemma":[0.99775285,0.00060778623,0.00024524127,0.00044928203,0.0009067688,0.000038102782],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030384802,0.0001800498,0.00023447737,0.00010602001,0.001900781,0.00033909848,0.0005561716,0.00033054096,0.00029243765],"category_scores_gemma":[0.0011201642,0.00012709733,0.0001321411,0.00022597847,0.00054981484,0.00011532417,0.00009355322,0.00034113554,0.00008097216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020290759,0.000004646778,0.00009509669,0.0000361868,0.000015127603,5.469356e-7,0.0016588273,1.374662e-7,1.0480589e-7,0.6554996,0.34054798,0.0021397492],"study_design_scores_gemma":[0.000053669006,0.0000073527076,0.00016677799,0.000036206537,0.000013274946,9.883561e-8,0.0026669917,0.0000027147253,3.2574397e-7,0.14360388,0.8533226,0.00012607448],"about_ca_topic_score_codex":0.0028695478,"about_ca_topic_score_gemma":0.049651522,"teacher_disagreement_score":0.51277465,"about_ca_system_score_codex":0.0012083802,"about_ca_system_score_gemma":0.0024536743,"threshold_uncertainty_score":0.9993986},"labels":[],"label_agreement":null},{"id":"W7116199636","doi":"10.59876/a-25pq-ynb7","title":"Conclusion au dossier spécial — « Décarboner le management international » : entre transitions environnementales, sociales et digitales","year":2025,"lang":"fr","type":"article","venue":"Management international","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Climate change; Theme (computing); Global warming; Visibility; Global temperature","score_opus":0.01975461258418705,"score_gpt":0.32279374309375636,"score_spread":0.3030391305095693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116199636","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01553293,0.00038202608,0.022859046,0.10883465,0.014813041,0.0015502338,0.00031598267,0.00016070987,0.8355514],"genre_scores_gemma":[0.8470359,0.00041676502,0.0013062462,0.0017471144,0.0018285192,0.00022669893,0.0011927108,0.000039858034,0.14620622],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954235,0.0003304972,0.001085353,0.0009046293,0.0015582637,0.0006977664],"domain_scores_gemma":[0.9986477,0.00013681084,0.00036451302,0.0003913462,0.00035337478,0.00010624991],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001623776,0.00048167355,0.00035464324,0.00083308807,0.0013223365,0.000618158,0.001301534,0.0002141879,0.0019990895],"category_scores_gemma":[0.00006585763,0.0005836859,0.00036006916,0.0008782625,0.0013041563,0.001146663,0.000988972,0.00032425392,0.00017840335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000603238,0.0011583223,0.006046973,0.0002772126,0.0014464756,0.0000731164,0.005759716,0.00031497318,0.000009547063,0.9152724,0.040244322,0.029336583],"study_design_scores_gemma":[0.002038931,0.000026453861,0.021764014,0.0004139224,0.00019376464,0.0000026547307,0.03420743,0.00070400414,0.000017080472,0.09669013,0.8434121,0.00052954146],"about_ca_topic_score_codex":0.0029052603,"about_ca_topic_score_gemma":0.0040215254,"teacher_disagreement_score":0.831503,"about_ca_system_score_codex":0.0045680986,"about_ca_system_score_gemma":0.00041937377,"threshold_uncertainty_score":0.9999778},"labels":[],"label_agreement":null},{"id":"W7117699305","doi":"10.2139/ssrn.5980334","title":"Purpose-Anchored, Bidirectional Organizational Governance &lt;div&gt; A Governance Framework for Boards, CEOs, and Capacity-Building Systems&lt;/div&gt;","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Accountability; Corporate governance; Action (physics); Value (mathematics); Project governance; Organizational performance; Information governance; Good governance","score_opus":0.011223856794149695,"score_gpt":0.2800025170896977,"score_spread":0.268778660295548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117699305","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21897058,0.11362744,0.5886444,0.013625209,0.038978193,0.015198917,0.0032159372,0.0007364123,0.007002908],"genre_scores_gemma":[0.9419572,0.026614252,0.0038069142,0.00022625299,0.012021389,0.00061290193,0.00012377337,0.00024512835,0.014392207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98023367,0.0021382095,0.0038563893,0.0029228497,0.0037275057,0.007121396],"domain_scores_gemma":[0.98390096,0.0017876892,0.0057723564,0.0012327259,0.006757926,0.0005483122],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.017849414,0.00187277,0.0024358663,0.0005780476,0.007076607,0.002204345,0.002860335,0.0021977026,0.00023710556],"category_scores_gemma":[0.00918766,0.0020763895,0.00092678604,0.0036138787,0.0013796735,0.0014661062,0.0010235014,0.00994503,0.000020323634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0004151948,0.00035977818,0.006257678,0.0013964805,0.0014589732,0.000006293751,0.0043039233,0.0022212276,0.000106941145,0.9793635,0.0015391104,0.0025708892],"study_design_scores_gemma":[0.0021270895,0.0006914822,0.0034943502,0.0028690875,0.0005794273,0.00047451176,0.006765472,0.0026423642,0.000045289817,0.8354137,0.14248115,0.0024160931],"about_ca_topic_score_codex":0.0044474844,"about_ca_topic_score_gemma":0.010941504,"teacher_disagreement_score":0.7229866,"about_ca_system_score_codex":0.028515374,"about_ca_system_score_gemma":0.035756588,"threshold_uncertainty_score":0.9994017},"labels":[],"label_agreement":null},{"id":"W7118440334","doi":"10.5281/zenodo.18137159","title":"How Conflict Resolution Evolves Over 4 Stages: Total War, to Champion Combat, to Symbolic Combat, to Mediation","year":2024,"lang":"en","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Champion; Conflict resolution; Mediation; Face (sociological concept); Narrative; Storytelling; Conflict management; The Symbolic","score_opus":0.03600032822765894,"score_gpt":0.3003439109922872,"score_spread":0.26434358276462827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118440334","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01933799,0.00064987666,0.0081425775,0.032184776,0.003695913,0.013976011,0.0024056314,0.005217459,0.9143898],"genre_scores_gemma":[0.1804588,0.00009723538,0.00018795424,0.0010602775,0.0041832095,0.0000036052713,0.007061088,0.0035798731,0.803368],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99390584,0.001137868,0.00071988907,0.0012286737,0.0020357443,0.0009719664],"domain_scores_gemma":[0.9949829,0.00011745966,0.00029046592,0.0009557791,0.0029654403,0.0006879739],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036194348,0.0004877136,0.00054315344,0.0015863811,0.0037046082,0.0026959372,0.0016040165,0.0003959825,0.0030347358],"category_scores_gemma":[0.004684664,0.0005543985,0.00015199045,0.0019690723,0.000293222,0.0005661067,0.0018215422,0.0007770137,0.008754688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007509429,0.00008110271,0.0000044418625,0.00036311545,0.00007749492,0.0000141555,0.046197206,0.00017848786,0.00026264577,0.079661384,0.86406016,0.009024684],"study_design_scores_gemma":[0.00027108047,0.00046089044,0.00055744336,0.00024443405,0.000030931966,0.000008120782,0.0038557306,0.0001068838,0.000016565187,0.0009583028,0.9929107,0.00057894894],"about_ca_topic_score_codex":0.000572029,"about_ca_topic_score_gemma":0.000075466865,"teacher_disagreement_score":0.16112082,"about_ca_system_score_codex":0.0039659273,"about_ca_system_score_gemma":0.00015396097,"threshold_uncertainty_score":0.99985766},"labels":[],"label_agreement":null},{"id":"W7119124167","doi":"10.5281/zenodo.18137160","title":"How Conflict Resolution Evolves Over 4 Stages: Total War, to Champion Combat, to Symbolic Combat, to Mediation","year":2024,"lang":"en","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Champion; Conflict resolution; Mediation; Face (sociological concept); Narrative; Storytelling; Conflict management; The Symbolic","score_opus":0.03600032822765894,"score_gpt":0.3003439109922872,"score_spread":0.26434358276462827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119124167","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01933799,0.00064987666,0.0081425775,0.032184776,0.003695913,0.013976011,0.0024056314,0.005217459,0.9143898],"genre_scores_gemma":[0.1804588,0.00009723538,0.00018795424,0.0010602775,0.0041832095,0.0000036052713,0.007061088,0.0035798731,0.803368],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99390584,0.001137868,0.00071988907,0.0012286737,0.0020357443,0.0009719664],"domain_scores_gemma":[0.9949829,0.00011745966,0.00029046592,0.0009557791,0.0029654403,0.0006879739],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036194348,0.0004877136,0.00054315344,0.0015863811,0.0037046082,0.0026959372,0.0016040165,0.0003959825,0.0030347358],"category_scores_gemma":[0.004684664,0.0005543985,0.00015199045,0.0019690723,0.000293222,0.0005661067,0.0018215422,0.0007770137,0.008754688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007509429,0.00008110271,0.0000044418625,0.00036311545,0.00007749492,0.0000141555,0.046197206,0.00017848786,0.00026264577,0.079661384,0.86406016,0.009024684],"study_design_scores_gemma":[0.00027108047,0.00046089044,0.00055744336,0.00024443405,0.000030931966,0.000008120782,0.0038557306,0.0001068838,0.000016565187,0.0009583028,0.9929107,0.00057894894],"about_ca_topic_score_codex":0.000572029,"about_ca_topic_score_gemma":0.000075466865,"teacher_disagreement_score":0.16112082,"about_ca_system_score_codex":0.0039659273,"about_ca_system_score_gemma":0.00015396097,"threshold_uncertainty_score":0.99985766},"labels":[],"label_agreement":null},{"id":"W7125580673","doi":"10.61173/56s6cp53","title":"Integrating Artificial Intelligence into ESG Practices: Opportunities, Challenges, and Strategic Solutions for Corporate Sustainability.","year":2024,"lang":"","type":"article","venue":"Finance & Economics","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Corporate governance; Resource (disambiguation); Convergence (economics); Corporate social responsibility; Information technology; Government (linguistics)","score_opus":0.29051337135412214,"score_gpt":0.3695655271035053,"score_spread":0.07905215574938318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125580673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78596944,0.06549184,0.041787583,0.06432258,0.01244681,0.011561913,0.00045397613,0.0006733016,0.017292565],"genre_scores_gemma":[0.97938365,0.01584931,0.0009910297,0.00008193327,0.0017202779,0.0005951759,0.000083407496,0.000088137676,0.0012071027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99385613,0.00062021747,0.0021840124,0.0016622742,0.0002104946,0.0014668488],"domain_scores_gemma":[0.99342453,0.0015860136,0.002308996,0.0007537751,0.0017222654,0.00020441737],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008179461,0.0006565854,0.00081764505,0.00042050102,0.0025180837,0.0016726687,0.00070132146,0.0005453417,0.00005745692],"category_scores_gemma":[0.0030835993,0.0007854864,0.00024157944,0.00064381614,0.0019248712,0.0024829868,0.0003221347,0.0008364051,0.000016029626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044819888,0.00013490871,0.0000560298,0.0020215027,0.00006590053,0.00002059147,0.058242973,0.000593086,0.0000013938169,0.80610543,0.000070234906,0.1326431],"study_design_scores_gemma":[0.00005833095,0.00028522208,0.000029549508,0.00019767247,0.00006197925,0.000011987914,0.27182296,0.06648247,0.0000050307194,0.62321544,0.037301127,0.00052820134],"about_ca_topic_score_codex":0.005641384,"about_ca_topic_score_gemma":0.025783453,"teacher_disagreement_score":0.21358,"about_ca_system_score_codex":0.0033028435,"about_ca_system_score_gemma":0.008524316,"threshold_uncertainty_score":0.9994596},"labels":[],"label_agreement":null},{"id":"W7127041785","doi":"10.9707/1944-5660.1770","title":"Philanthropy as Risk Capital: Shaping Trust and Learning at the Speed of AI","year":2025,"lang":"en","type":"article","venue":"The Foundation Review","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Generative grammar; Field (mathematics); Narrative; Collective intelligence; Collaborative learning","score_opus":0.02620739021449383,"score_gpt":0.3840057202308683,"score_spread":0.3577983300163745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127041785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76146007,0.06612286,0.000611138,0.09253195,0.0008388212,0.0040922533,0.0000037528132,0.00014236128,0.07419679],"genre_scores_gemma":[0.9759242,0.016197661,0.000009232005,0.0010579178,0.00011740286,0.000022090335,0.000012344366,0.0000074511013,0.006651722],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975609,0.0014573798,0.00039975776,0.00015857001,0.000278643,0.00014472935],"domain_scores_gemma":[0.99860567,0.00041310434,0.0003437483,0.00025623103,0.0003649377,0.000016298176],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0061457367,0.00008825506,0.00021401564,0.000043782282,0.0018161305,0.000082026854,0.00023098756,0.000033193992,0.0006569755],"category_scores_gemma":[0.0033351642,0.000053618503,0.00005845371,0.0006070884,0.00058245193,0.0001485002,0.00009029103,0.00023219844,0.000049345752],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018405506,0.000041753887,0.060929906,0.0036595804,0.00011900241,5.130383e-7,0.037966505,0.0000829434,0.000045239205,0.81733036,0.0041631623,0.07564264],"study_design_scores_gemma":[0.00023115602,0.000037420177,0.016967084,0.0015692465,0.0001776274,0.000002076696,0.01293694,0.00020718925,0.00002093723,0.02827209,0.93940973,0.00016850066],"about_ca_topic_score_codex":0.0067937914,"about_ca_topic_score_gemma":0.0013998338,"teacher_disagreement_score":0.9352466,"about_ca_system_score_codex":0.0001708026,"about_ca_system_score_gemma":0.0002006498,"threshold_uncertainty_score":0.99982005},"labels":[],"label_agreement":null},{"id":"W7134710395","doi":"","title":"The World is in Better Shape than Most People Think","year":2019,"lang":"","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Per capita income; Per capita; Gloom; Economic inequality; Democracy; Standard of living; Quarter (Canadian coin)","score_opus":0.008983517111998535,"score_gpt":0.24461458770500547,"score_spread":0.23563107059300692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134710395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.911819,0.00018073093,0.000027883203,0.03662768,0.0012880458,0.0017787212,0.00003589509,0.000052386273,0.048189655],"genre_scores_gemma":[0.93261147,0.000050757448,0.00011608425,0.0004923102,0.0003097484,0.0000011498288,0.00001297,0.000025636882,0.06637987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99564487,0.0008685886,0.0005859961,0.00080139696,0.0012059151,0.0008932236],"domain_scores_gemma":[0.99650854,0.0008714188,0.0007212649,0.0009471067,0.0007994189,0.00015223547],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002960331,0.00035108923,0.0006597728,0.00058054266,0.0019581146,0.00018814027,0.0018924428,0.0003377532,0.003915965],"category_scores_gemma":[0.00018098849,0.00038063666,0.00029484968,0.004647645,0.0009129804,0.001048829,0.0006555112,0.00073817733,0.00039339025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001662825,0.00031001636,0.7152877,0.0002959484,0.00012115997,0.00001748735,0.21843614,0.000074333584,0.000038180246,0.04834324,0.010878959,0.006030564],"study_design_scores_gemma":[0.0016119516,0.00018529217,0.6197225,0.00019061672,0.00005663253,0.0000011151267,0.2537088,0.0068027326,0.000009335433,0.008561409,0.10851449,0.00063513813],"about_ca_topic_score_codex":0.037338696,"about_ca_topic_score_gemma":0.31243053,"teacher_disagreement_score":0.27509183,"about_ca_system_score_codex":0.00085570704,"about_ca_system_score_gemma":0.0009995352,"threshold_uncertainty_score":0.9998646},"labels":[],"label_agreement":null},{"id":"W7135490189","doi":"","title":"Supporting the Transition to Sustainability: SMART Reform Proposals","year":2019,"lang":"en","type":"book","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Sustainability; Commission; Sustainable development; Human rights; Legislator; Humanity; European union; Law reform","score_opus":0.03283081692835355,"score_gpt":0.34362800197830956,"score_spread":0.310797185049956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135490189","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023114445,0.0007826277,0.000899036,0.015332727,0.00020555408,0.008524234,0.00019108628,0.000090590685,0.9508597],"genre_scores_gemma":[0.26539814,0.00004986662,0.000059140086,0.00004808266,0.00009793059,8.401412e-7,0.00012450751,0.000038510458,0.73418295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905744,0.0035617729,0.0005845252,0.0009518834,0.0029804371,0.0013469795],"domain_scores_gemma":[0.9899492,0.0011404237,0.0008206962,0.0017726389,0.005976183,0.00034084998],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.01688455,0.00042540635,0.0009863194,0.00059078477,0.005589842,0.000115297415,0.0039841435,0.00058266876,0.14970624],"category_scores_gemma":[0.00085799163,0.00040478853,0.0005477943,0.0017390978,0.0036960184,0.0008360019,0.0015702918,0.0012562665,0.019553745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0006064351,0.00009686831,0.0000044924714,0.00090074306,0.00022807265,0.00008110349,0.0846975,0.000076855904,0.000060009992,0.010864629,0.90083534,0.0015479381],"study_design_scores_gemma":[0.00051235716,0.00029677647,0.00040942707,0.00017574344,0.0001231701,0.0000026383955,0.20394121,0.000046356807,0.000043013664,0.00051966804,0.7935972,0.00033242235],"about_ca_topic_score_codex":0.037124615,"about_ca_topic_score_gemma":0.041165903,"teacher_disagreement_score":0.2422837,"about_ca_system_score_codex":0.009414452,"about_ca_system_score_gemma":0.010335211,"threshold_uncertainty_score":0.9998404},"labels":[],"label_agreement":null},{"id":"W7164937827","doi":"10.5281/zenodo.20716231","title":"U Trio (USL-5UE-URF Trio) as a socio-economic-environmental karma system that leads us rapidly to the sustainable, resource- based, renewable energy-based, circular economy overcoming the top 5 most critical global crises or challenges (Draft 1)","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hyperion Technologies (Canada)","funders":"","keywords":"Karma; Global imbalances; Government (linguistics); Renewable energy; Emerging markets","score_opus":0.047570517861405294,"score_gpt":0.2898972793626207,"score_spread":0.24232676150121543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164937827","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13542996,0.0030308084,0.019475937,0.10689568,0.0011580555,0.007658008,0.00071258505,0.0027345652,0.7229044],"genre_scores_gemma":[0.99501044,0.000018904897,0.000050164224,0.000973403,0.0006210946,0.000002985963,0.00020495405,0.0004927538,0.0026253061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99394363,0.0028223637,0.0005744711,0.00077948894,0.0008509823,0.0010290445],"domain_scores_gemma":[0.997379,0.0003430528,0.00023061587,0.0009746467,0.0006464643,0.0004261905],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0060007516,0.00032790515,0.0003536304,0.0002265146,0.0069088624,0.0020271423,0.0020283477,0.00017326743,0.0027032206],"category_scores_gemma":[0.0025260553,0.00026174335,0.00013702504,0.0006356804,0.00081025925,0.00061739475,0.0009537396,0.0003103806,0.0009761198],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016196547,0.0007252767,0.0014827317,0.0010214198,0.0002617467,0.00022303831,0.04079427,0.024066817,0.000036280915,0.5273595,0.39228195,0.010127351],"study_design_scores_gemma":[0.0008686766,0.00023746105,0.00021460357,0.00003156387,0.000033349505,0.000028168879,0.10886957,0.0011580129,0.000023171857,0.00065734534,0.8875764,0.0003016645],"about_ca_topic_score_codex":0.004764876,"about_ca_topic_score_gemma":0.00010936841,"teacher_disagreement_score":0.85958046,"about_ca_system_score_codex":0.0047725798,"about_ca_system_score_gemma":0.0003032799,"threshold_uncertainty_score":0.9999835},"labels":[],"label_agreement":null},{"id":"W7164937836","doi":"10.5281/zenodo.20716232","title":"U Trio (USL-5UE-URF Trio) as a socio-economic-environmental karma system that leads us rapidly to the sustainable, resource- based, renewable energy-based, circular economy overcoming the top 5 most critical global crises or challenges (Draft 1)","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hyperion Technologies (Canada)","funders":"","keywords":"Karma; Global imbalances; Government (linguistics); Renewable energy; Emerging markets","score_opus":0.047570517861405294,"score_gpt":0.2898972793626207,"score_spread":0.24232676150121543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164937836","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13542996,0.0030308084,0.019475937,0.10689568,0.0011580555,0.007658008,0.00071258505,0.0027345652,0.7229044],"genre_scores_gemma":[0.99501044,0.000018904897,0.000050164224,0.000973403,0.0006210946,0.000002985963,0.00020495405,0.0004927538,0.0026253061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99394363,0.0028223637,0.0005744711,0.00077948894,0.0008509823,0.0010290445],"domain_scores_gemma":[0.997379,0.0003430528,0.00023061587,0.0009746467,0.0006464643,0.0004261905],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0060007516,0.00032790515,0.0003536304,0.0002265146,0.0069088624,0.0020271423,0.0020283477,0.00017326743,0.0027032206],"category_scores_gemma":[0.0025260553,0.00026174335,0.00013702504,0.0006356804,0.00081025925,0.00061739475,0.0009537396,0.0003103806,0.0009761198],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016196547,0.0007252767,0.0014827317,0.0010214198,0.0002617467,0.00022303831,0.04079427,0.024066817,0.000036280915,0.5273595,0.39228195,0.010127351],"study_design_scores_gemma":[0.0008686766,0.00023746105,0.00021460357,0.00003156387,0.000033349505,0.000028168879,0.10886957,0.0011580129,0.000023171857,0.00065734534,0.8875764,0.0003016645],"about_ca_topic_score_codex":0.004764876,"about_ca_topic_score_gemma":0.00010936841,"teacher_disagreement_score":0.85958046,"about_ca_system_score_codex":0.0047725798,"about_ca_system_score_gemma":0.0003032799,"threshold_uncertainty_score":0.9999835},"labels":[],"label_agreement":null}]}