{"meta":{"query_hash":"288e345fbf7c","filters":{"venue":"Journal of Responsible Innovation"},"cohort_total":16,"direct_labels_cover":0,"predictions_cover":16,"exported":16,"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/288e345fbf7c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Responsible+Innovation"},"results":[{"id":"W2057874443","doi":"10.1080/23299460.2015.1010769","title":"Responsible to whom? Seed innovations and the corporatization of agriculture","year":2015,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Thomas University","funders":"","keywords":"Corporatization; Politics; Agriculture; Business; Corporate governance; Sociology; Marketing; Economics; Political science; Management; Market economy; Ecology","score_opus":0.04682900314807744,"score_gpt":0.26740571229813237,"score_spread":0.22057670915005492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057874443","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":[0.9755137,0.000084369545,0.00061483897,0.02314563,0.00009216672,0.0002783821,0.0000067302735,0.000008212292,0.00025600402],"genre_scores_gemma":[0.9956851,0.000017126527,0.0035403934,0.00034820093,0.00014993097,0.0000044492554,0.000011385479,0.0000013780584,0.00024203549],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99812865,0.0003234728,0.0006801771,0.00011316867,0.0006140359,0.00014051661],"domain_scores_gemma":[0.995211,0.00043271366,0.00049797073,0.00006929548,0.003708903,0.00008009118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032962125,0.0000936858,0.0002142317,0.00020417095,0.00012915209,0.00013280682,0.00023505892,0.00009301191,0.000023029217],"category_scores_gemma":[0.0035912353,0.0000315782,0.000030911502,0.0048671463,0.00014291648,0.00024405574,0.00008327651,0.00020378469,0.000005262061],"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":[0.0017733847,0.0000480702,0.0023950688,0.000004708126,0.000022852577,0.0000022602992,0.00051202875,0.00018468208,0.9496536,0.03575483,0.0033723144,0.006276157],"study_design_scores_gemma":[0.0034142619,0.002807315,0.58773446,0.00015707461,0.000051346662,0.0002006364,0.0053174742,0.0002660127,0.31909898,0.061033398,0.019583864,0.00033519458],"about_ca_topic_score_codex":0.000030577547,"about_ca_topic_score_gemma":0.000061125065,"teacher_disagreement_score":0.6305547,"about_ca_system_score_codex":0.000041065487,"about_ca_system_score_gemma":0.00028986283,"threshold_uncertainty_score":0.42993036},"labels":[],"label_agreement":null},{"id":"W2283481250","doi":"10.1080/23299460.2015.1091252","title":"Responsible innovation: an approach for extracting public values concerning advanced biofuels","year":2015,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Genome Canada","keywords":"Deliberation; Sustainability; Biofuel; Responsible Research and Innovation; Upstream (networking); Business; Corporate governance; Environmental economics; Economics; Political science; Public economics; Marketing; Engineering; Public relations; Telecommunications","score_opus":0.17485715300295038,"score_gpt":0.40174547947315564,"score_spread":0.22688832647020526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283481250","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":[0.9339668,0.0003608131,0.04668772,0.003923295,0.001499284,0.00043886466,0.000004863152,0.000119836295,0.012998504],"genre_scores_gemma":[0.8044657,0.00005305727,0.19034605,0.0004029808,0.0022718713,0.000034137447,0.000032769327,0.000046432302,0.0023469916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959527,0.0007346986,0.001292603,0.00029220743,0.0012041028,0.00052366784],"domain_scores_gemma":[0.9881217,0.0006883258,0.002153853,0.00023717037,0.008628861,0.00017007618],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013134362,0.00020288615,0.00041607808,0.0018876711,0.0007605718,0.0005328279,0.0005538745,0.00027793774,0.000046416055],"category_scores_gemma":[0.022216683,0.00020703513,0.000086850894,0.007847365,0.00023505888,0.0052259797,0.00004263534,0.00036669066,0.0000027665687],"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":[0.003263385,0.0003466162,0.0034928229,0.000041349642,0.00012158516,0.000013984174,0.015072826,0.0030379298,0.063786216,0.50365233,0.0049707047,0.40220022],"study_design_scores_gemma":[0.008139772,0.0022207627,0.0014272622,0.00031155295,0.00010006776,0.00008256583,0.30020192,0.0021238697,0.039236706,0.25938365,0.38538593,0.0013859309],"about_ca_topic_score_codex":0.000081453094,"about_ca_topic_score_gemma":0.00007296869,"teacher_disagreement_score":0.4008143,"about_ca_system_score_codex":0.00069645327,"about_ca_system_score_gemma":0.0059733917,"threshold_uncertainty_score":0.9996618},"labels":[],"label_agreement":null},{"id":"W2943373442","doi":"10.1080/23299460.2019.1608615","title":"A responsibility to commercialize? Tracing academic researchers’ evolving engagement with the commercialization of biomedical research","year":2019,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Commercialization; Ambivalence; Engineering ethics; Graduate students; Public relations; Sociology; Political science; Medical education; Psychology; Pedagogy; Medicine; Marketing; Business; Engineering; Social psychology","score_opus":0.7522981823481073,"score_gpt":0.6398383169243247,"score_spread":0.11245986542378261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943373442","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":[0.95999575,0.00023062613,0.013383166,0.02443423,0.00030572418,0.00074385,0.000008016106,0.000006204266,0.0008924114],"genre_scores_gemma":[0.99579585,0.000058748756,0.0030078343,0.00022295513,0.00013680711,0.000007419957,0.000002152549,0.00001603933,0.0007521987],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9661387,0.007014485,0.002606461,0.00054450677,0.022902885,0.00079295615],"domain_scores_gemma":[0.9291109,0.031158913,0.0015085178,0.0012199268,0.036657505,0.0003442337],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.30720696,0.00014646618,0.0004963751,0.075928845,0.00043862135,0.0008908654,0.0027822559,0.00020204725,0.00040465564],"category_scores_gemma":[0.17917836,0.00008147942,0.00010264512,0.27134734,0.00046722565,0.0012185092,0.00071811205,0.0020640336,0.000064920925],"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":[0.012230376,0.00069485523,0.23195882,0.00009382556,0.00013607724,0.000046902234,0.010556867,0.0010025655,0.3497611,0.016296335,0.12664108,0.2505812],"study_design_scores_gemma":[0.0034609553,0.0073458487,0.7860238,0.0007197885,0.000025812677,0.00009206181,0.020067887,0.004191882,0.035126895,0.022238154,0.120284095,0.00042283238],"about_ca_topic_score_codex":0.000052366635,"about_ca_topic_score_gemma":0.000015305503,"teacher_disagreement_score":0.554065,"about_ca_system_score_codex":0.00048858754,"about_ca_system_score_gemma":0.0026233215,"threshold_uncertainty_score":0.93454474},"labels":[],"label_agreement":null},{"id":"W2964873025","doi":"10.1080/23299460.2019.1622952","title":"When desirability and feasibility go hand in hand: innovators’ perspectives on what is and is not responsible innovation in health","year":2019,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Responsible Research and Innovation; Stakeholder; Field (mathematics); Business; Marketing; Disruptive innovation; Public relations; Knowledge management; Engineering ethics; Political science; Engineering; Computer science","score_opus":0.2820673124970468,"score_gpt":0.43489011074985473,"score_spread":0.15282279825280792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964873025","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":[0.9052159,0.0019737876,0.00034213802,0.09106428,0.00033250573,0.0009192346,0.00004037958,0.000008140923,0.000103639155],"genre_scores_gemma":[0.9828525,0.0006826061,0.0031277186,0.012921239,0.000098336335,0.000013387518,0.000007471659,0.000026944808,0.00026977743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907342,0.0009450926,0.0069583557,0.00070091744,0.00026683044,0.0003946041],"domain_scores_gemma":[0.9922462,0.0014214751,0.004930729,0.000506955,0.00080961926,0.0000849855],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05871636,0.00025821477,0.0012156487,0.004689992,0.00016152732,0.0004709316,0.00017931078,0.00025059617,0.00014372224],"category_scores_gemma":[0.00862924,0.00029786513,0.000050338862,0.0030945176,0.00017331616,0.0028610437,0.00006204451,0.00063797686,0.000045702236],"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":[0.0031901351,0.00042803437,0.7602268,0.0008117165,0.00006421837,0.000003383979,0.044193797,0.00007283973,0.0012687151,0.18390307,0.002644316,0.0031930006],"study_design_scores_gemma":[0.0053249644,0.0012718191,0.8457544,0.0013412109,0.000003795976,0.000031869815,0.013799532,0.0011714601,0.0012771495,0.12196473,0.0075940466,0.00046506332],"about_ca_topic_score_codex":0.00031022847,"about_ca_topic_score_gemma":0.00015271493,"teacher_disagreement_score":0.085527584,"about_ca_system_score_codex":0.0017015788,"about_ca_system_score_gemma":0.0012712432,"threshold_uncertainty_score":0.99994737},"labels":[],"label_agreement":null},{"id":"W3083296747","doi":"10.1080/23299460.2020.1804293","title":"A cross-dimensional analysis of nanotechnology and equality: examining gender fairness and pro-poor potential in Canada’s R&amp;D landscape","year":2020,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Concordia University","funders":"","keywords":"Workforce; Equity (law); Gender equity; Gender equality; Inequality; Gender gap; Political science; Sociology; Economic growth; Economics; Demographic economics","score_opus":0.06021471573103094,"score_gpt":0.26488882494298915,"score_spread":0.20467410921195822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083296747","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":[0.99399406,0.000024894576,0.002579804,0.0031146505,0.000064211985,0.000079377874,0.0000058096857,0.000007736435,0.0001294472],"genre_scores_gemma":[0.9979828,0.000003297648,0.00070891774,0.0011745687,0.00007909333,5.1498495e-7,0.000013209084,0.00000786372,0.00002970893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849606,0.000027313496,0.0006837238,0.00016824211,0.0004873611,0.00013731653],"domain_scores_gemma":[0.9981237,0.00005647086,0.0009935194,0.00007973743,0.0007338157,0.000012740293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082281156,0.0001103799,0.00032463617,0.001666595,0.00006409483,0.00008387183,0.00011565213,0.00013577643,0.00008194084],"category_scores_gemma":[0.00039485755,0.000109939705,0.000023079992,0.004076517,0.00004582976,0.0010267543,0.00013933072,0.00033609933,3.4671405e-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":[0.0011329969,0.000048963982,0.9255828,0.00013705068,0.00039434264,0.00005674695,0.00016997525,0.012264344,0.0425047,0.014838664,0.00041780193,0.0024516054],"study_design_scores_gemma":[0.0028202585,0.00006211048,0.9286386,0.000086638654,0.00044373554,0.000020029227,0.0018780364,0.06017005,0.0014288861,0.0012786271,0.0028469507,0.0003260893],"about_ca_topic_score_codex":0.011370843,"about_ca_topic_score_gemma":0.016253835,"teacher_disagreement_score":0.047905706,"about_ca_system_score_codex":0.00010603728,"about_ca_system_score_gemma":0.000495865,"threshold_uncertainty_score":0.9952125},"labels":[],"label_agreement":null},{"id":"W3107130505","doi":"10.1080/23299460.2020.1844954","title":"Predictive rebound &amp; technologies of engagement: science, technology, and communities in wildfire management","year":2020,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":5,"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":"Anticipation (artificial intelligence); Predictive analytics; Predictive value; Value (mathematics); Work (physics); Analytics; Risk analysis (engineering); Big data; Data science; Computer science; Management science; Business; Economics; Engineering; Artificial intelligence; Machine learning","score_opus":0.029992732014873957,"score_gpt":0.2731802916222591,"score_spread":0.24318755960738514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107130505","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":[0.991088,0.00028978504,0.00086115184,0.0030385437,0.000037136426,0.000088942485,0.0000033209315,0.000040700896,0.0045524403],"genre_scores_gemma":[0.9937238,0.0009784873,0.0050890567,0.0001249111,0.000011075451,0.0000057064126,0.0000044287335,0.000008112926,0.000054410022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988192,0.000052106607,0.00059448986,0.00009314244,0.00030411227,0.00013694949],"domain_scores_gemma":[0.9991706,0.00006328375,0.00045605464,0.00016165375,0.0001314068,0.000016988459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090029935,0.00009390136,0.00018729533,0.0033140343,0.000112668946,0.000027265078,0.00025782298,0.00007454033,0.000008579806],"category_scores_gemma":[0.00019884459,0.000086527965,0.00001886718,0.0044502183,0.00076933583,0.00045814333,0.00007182656,0.0002771852,7.897413e-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":[0.000534414,0.00011349222,0.03402866,0.00009961728,0.00010490177,0.000016535372,0.004610319,0.0066267643,0.03216278,0.8982327,0.000105432824,0.023364358],"study_design_scores_gemma":[0.0057031126,0.001871484,0.23571292,0.0011877841,0.00017007162,0.00005929932,0.17008898,0.0007482943,0.16558538,0.16361663,0.25459874,0.00065729814],"about_ca_topic_score_codex":0.000030518964,"about_ca_topic_score_gemma":0.000048728543,"teacher_disagreement_score":0.7346161,"about_ca_system_score_codex":0.000058419362,"about_ca_system_score_gemma":0.00006480376,"threshold_uncertainty_score":0.3528508},"labels":[],"label_agreement":null},{"id":"W3107364085","doi":"10.1080/23299460.2020.1844974","title":"The responsible innovation in health tool and the need to reconcile formative and summative ends in RRI tools for business","year":2020,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Formative assessment; Summative assessment; Responsible Research and Innovation; Transparency (behavior); Face (sociological concept); Public relations; Business; Knowledge management; Engineering ethics; Sociology; Computer science; Political science; Engineering; Pedagogy; Social science","score_opus":0.33217134538613347,"score_gpt":0.43063818500984025,"score_spread":0.09846683962370678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107364085","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":[0.629337,0.0006092526,0.007874533,0.36067107,0.00018476142,0.0011382704,0.000045334396,0.000005658866,0.00013410633],"genre_scores_gemma":[0.955364,0.00055208773,0.008928554,0.03449191,0.0002901737,0.00017565837,0.000019442692,0.000029023204,0.00014916567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99239117,0.00076246803,0.0061780927,0.0002379785,0.00013683563,0.0002934692],"domain_scores_gemma":[0.9884642,0.006059582,0.004435948,0.00017736117,0.00080597214,0.000056980036],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0555843,0.00014462379,0.0007648012,0.0013471866,0.00024507512,0.00029129584,0.00018686496,0.00009029379,0.000007951384],"category_scores_gemma":[0.05565995,0.00011891712,0.00003180992,0.0036557927,0.00008854978,0.0016549061,0.000053189786,0.00030322224,0.000007718562],"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":[0.0063345563,0.00004279392,0.0056032,0.00040863964,0.000055422253,0.0000013351212,0.03179401,0.00088872766,0.00012865038,0.9278263,0.013001206,0.013915187],"study_design_scores_gemma":[0.024418745,0.0020767208,0.2802838,0.0016362512,0.000013279649,0.00007511317,0.054483067,0.03239897,0.00035296453,0.3410858,0.26226103,0.00091425324],"about_ca_topic_score_codex":0.00011213787,"about_ca_topic_score_gemma":0.00018283536,"teacher_disagreement_score":0.5867405,"about_ca_system_score_codex":0.0004797569,"about_ca_system_score_gemma":0.0009645752,"threshold_uncertainty_score":0.9724747},"labels":[],"label_agreement":null},{"id":"W4285030928","doi":"10.1080/23299460.2022.2091311","title":"Trust, trustworthiness, and relationships: ontological reflections on public trust in science","year":2022,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":30,"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 Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Phenomenon; Trustworthiness; Situated; Epistemology; Foundation (evidence); Express trust; Public trust; Sociology; Bureaucracy; Social psychology; Public relations; Political science; Psychology; Politics; Computer science; Law","score_opus":0.14014175581385957,"score_gpt":0.3928602569775393,"score_spread":0.2527185011636797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285030928","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":[0.97035307,0.00004647672,0.000046192094,0.014665138,0.0004640372,0.00010764944,0.0000017872833,0.000016936527,0.01429873],"genre_scores_gemma":[0.99828506,0.00004934538,0.0006029828,0.00029669472,0.00014481686,0.000008308781,0.0000018019947,0.0000036481201,0.0006073328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980015,0.0004981359,0.0004329376,0.00012864944,0.0007360201,0.00020276594],"domain_scores_gemma":[0.99874204,0.00022593778,0.00036258958,0.000066577435,0.0005472576,0.000055615506],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0059255324,0.000064684966,0.00013263542,0.0009918095,0.0021073695,0.00016044953,0.00022094123,0.00006396529,0.00009215835],"category_scores_gemma":[0.004454929,0.0000561547,0.000029738982,0.0072792973,0.00034618797,0.0008838047,0.000045733723,0.0006766527,0.0000012032501],"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":[0.00024907826,0.000116579446,0.046413165,0.0000017663708,0.000005513291,0.000015721036,0.008049949,0.00024247974,0.0009508423,0.9344983,0.0002269726,0.009229612],"study_design_scores_gemma":[0.0012697944,0.0007642555,0.6142089,0.000043783544,0.000017186914,0.00013664788,0.09637893,0.0005731309,0.00004195994,0.20644547,0.079802096,0.00031786374],"about_ca_topic_score_codex":0.00008810562,"about_ca_topic_score_gemma":0.0005665073,"teacher_disagreement_score":0.72805285,"about_ca_system_score_codex":0.00061287754,"about_ca_system_score_gemma":0.001192047,"threshold_uncertainty_score":0.99919176},"labels":[],"label_agreement":null},{"id":"W4317896878","doi":"10.1080/23299460.2023.2167572","title":"Governing gene-edited crops: risks, regulations, and responsibilities as perceived by agricultural genomics experts in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Columbia University","keywords":"Responsible Research and Innovation; Anticipation (artificial intelligence); Agriculture; Corporate governance; Genomics; Political science; Business; Biotechnology; Public relations; Engineering ethics; Engineering; Biology; Computer science; Genetics","score_opus":0.012582711127334072,"score_gpt":0.2919576991255534,"score_spread":0.27937498799821936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317896878","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":[0.9982749,0.00074579014,0.00016741193,0.0004976999,0.00018117244,0.00007564128,0.000016997335,0.0000049165433,0.000035435103],"genre_scores_gemma":[0.9980065,0.00053317496,0.0006331659,0.000084688174,0.00014111664,0.0000030253357,0.00008547209,0.000012241165,0.00050057506],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99901897,0.0000684607,0.0004344279,0.0001338038,0.00019012226,0.0001542393],"domain_scores_gemma":[0.9993671,0.000056027315,0.00017663339,0.00010791094,0.00025438893,0.000037902337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044983262,0.00010193065,0.00013103189,0.00022675835,0.000054614968,0.000033350356,0.00007774604,0.00007380008,0.0000051810507],"category_scores_gemma":[0.00061768276,0.00009301147,0.000022918282,0.0005692233,0.00001938626,0.000016603817,0.000038922528,0.00010089266,5.998112e-7],"study_design_candidate":"bench_or_experimental","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":[0.000247689,0.0000055936794,0.005377735,0.000008925685,0.0000191149,0.000010626287,0.00026671548,0.004190595,0.98017395,0.000015288531,0.008631058,0.001052709],"study_design_scores_gemma":[0.00097231,0.00021813282,0.613359,0.000077461,0.000011657131,0.0001903742,0.006041345,0.0006935004,0.35722455,0.000092480834,0.02086258,0.00025661665],"about_ca_topic_score_codex":0.011752136,"about_ca_topic_score_gemma":0.025582757,"teacher_disagreement_score":0.6229494,"about_ca_system_score_codex":0.0001709348,"about_ca_system_score_gemma":0.0007577376,"threshold_uncertainty_score":0.9948287},"labels":[],"label_agreement":null},{"id":"W4386182285","doi":"10.1080/23299460.2023.2243122","title":"Mobilizing capital for responsible innovation: the role of social finance in supporting innovative projects","year":2023,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Venture capital; Corporate governance; Portfolio; Business; Impact investing; Set (abstract data type); Investment (military); Social responsibility; Finance; Public relations; Political science; Emerging markets","score_opus":0.07152545765536325,"score_gpt":0.3229141353435301,"score_spread":0.25138867768816686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386182285","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":[0.99367434,0.000114257484,0.0002710433,0.003549991,0.00024394102,0.00037531482,0.000028186034,0.000014093327,0.0017288104],"genre_scores_gemma":[0.9979255,0.000037086997,0.001332442,0.00012588552,0.00013286789,0.000024473133,0.000026302112,0.000019687837,0.00037574282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99739474,0.00008075341,0.001984099,0.000132445,0.00012289271,0.0002850639],"domain_scores_gemma":[0.99556756,0.00050261465,0.0024648062,0.00014601422,0.0013096529,0.000009334107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007963307,0.0001255631,0.00042173234,0.0030352636,0.00024191156,0.000075382464,0.00029230915,0.00012082401,0.000019528388],"category_scores_gemma":[0.004509044,0.00012215208,0.00006988328,0.013891134,0.00007428822,0.00070802076,0.000075580414,0.00037520032,0.000007137809],"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":[0.00080743554,0.00010129727,0.03221001,0.000050204646,0.0000700898,0.0000043962323,0.025506187,0.00010966967,0.012099027,0.9119776,0.0013903737,0.0156737],"study_design_scores_gemma":[0.0022508614,0.00049085193,0.3129531,0.00017703435,0.00000720848,0.00001233483,0.02563307,0.0009995359,0.021124294,0.6115269,0.024440961,0.0003838022],"about_ca_topic_score_codex":0.000034501005,"about_ca_topic_score_gemma":0.000028899847,"teacher_disagreement_score":0.30045068,"about_ca_system_score_codex":0.00020409822,"about_ca_system_score_gemma":0.00081940345,"threshold_uncertainty_score":0.66742295},"labels":[],"label_agreement":null},{"id":"W4392346224","doi":"10.1080/23299460.2024.2304383","title":"The need for more inclusive deliberation on ethics and governance in agricultural and food biotechnology","year":2024,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological 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":"University of Calgary","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Deliberation; Agricultural biotechnology; Corporate governance; Agriculture; Political science; Engineering ethics; Biotechnology; Environmental ethics; Biology; Economics; Management; Engineering; Politics; Ecology","score_opus":0.034416719563457196,"score_gpt":0.3077037304010524,"score_spread":0.2732870108375952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392346224","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":[0.8712925,0.00057747314,0.00004997619,0.12783118,0.000069372,0.00014941444,0.0000057639095,0.000006754413,0.000017621696],"genre_scores_gemma":[0.9987203,0.00052276923,0.00041089757,0.00019909395,0.00009386542,0.00000516541,0.00000277874,8.359765e-7,0.0000442796],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992173,0.000089373694,0.0002594999,0.00010414017,0.00021433669,0.00011535411],"domain_scores_gemma":[0.99822944,0.0013273385,0.00009142415,0.000022130971,0.00031206716,0.000017622939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013322573,0.000060646944,0.00007929645,0.000058496877,0.00019178858,0.00015991117,0.00009165389,0.00014922599,0.0000014131066],"category_scores_gemma":[0.0015868195,0.000019835023,0.000015413469,0.00086851773,0.00008065412,0.00013061703,0.000046988935,0.0004691527,3.3158906e-7],"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":[0.00023921418,0.000014292778,0.00007264767,0.000013560388,0.000011445173,0.0000022915403,0.00027822953,0.000027311185,0.718067,0.1243736,0.0002861615,0.15661429],"study_design_scores_gemma":[0.00084923266,0.00610963,0.63228786,0.0003934291,0.00001662667,0.00025448677,0.0039823684,0.0012472321,0.22826421,0.104686335,0.02163011,0.00027846656],"about_ca_topic_score_codex":0.0000052645473,"about_ca_topic_score_gemma":0.00018417818,"teacher_disagreement_score":0.6322152,"about_ca_system_score_codex":0.00004919494,"about_ca_system_score_gemma":0.00005591986,"threshold_uncertainty_score":0.20382611},"labels":[],"label_agreement":null},{"id":"W4402515964","doi":"10.1080/23299460.2024.2392305","title":"If you are for market creation, you should be for market destruction! Ethics and the relations between exnovation and innovation for changing direction","year":2024,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","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":"HEC Montréal","funders":"","keywords":"Business; Responsible Research and Innovation; Industrial organization; Economics; Marketing; Public relations; Political science","score_opus":0.06297347742976542,"score_gpt":0.33564409006810336,"score_spread":0.2726706126383379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402515964","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":[0.741113,0.00018519656,0.22277296,0.0338157,0.0004500126,0.0012833776,0.00010099632,0.00003118443,0.00024755322],"genre_scores_gemma":[0.97987133,0.00020543754,0.01385182,0.00067747355,0.00069489825,0.00035513862,0.00009980443,0.000044872424,0.0041992054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983458,0.00014458934,0.00073453184,0.00024174972,0.00032009132,0.000213218],"domain_scores_gemma":[0.9953599,0.0030087158,0.00072343054,0.00011750379,0.00076814624,0.000022330507],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010054325,0.00014120892,0.00020389963,0.0006868148,0.00074422534,0.00021207293,0.00008185827,0.00019726802,0.00005414935],"category_scores_gemma":[0.008894696,0.00011475502,0.000057281395,0.0028070195,0.00019086346,0.0011414764,0.00004144758,0.0003153917,2.4581826e-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":[0.015401573,0.00015903088,0.06414828,0.0026422953,0.00044190683,0.000002873926,0.03250649,0.0015064258,0.010035805,0.62827754,0.091002144,0.15387562],"study_design_scores_gemma":[0.0056102066,0.0007337329,0.16021904,0.0008010498,0.00044672127,0.0000932738,0.018807527,0.05609686,0.0028044719,0.5685079,0.18530189,0.00057732937],"about_ca_topic_score_codex":0.00000940672,"about_ca_topic_score_gemma":0.000016881988,"teacher_disagreement_score":0.23875833,"about_ca_system_score_codex":0.00038004373,"about_ca_system_score_gemma":0.00011368356,"threshold_uncertainty_score":0.9994538},"labels":[],"label_agreement":null},{"id":"W4405113341","doi":"10.1080/23299460.2024.2408814","title":"Design-based methods for exploring ethical questions in the field of neurotechnologies","year":2024,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","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":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Bundesministerium für Bildung und Forschung; Studienstiftung des Deutschen Volkes; Deutsche Forschungsgemeinschaft; International Max Planck Research School for Environmental, Cellular and Molecular Microbiology","keywords":"Field (mathematics); Engineering ethics; Responsible Research and Innovation; Sociology; Psychology; Engineering","score_opus":0.32101462892737526,"score_gpt":0.5065300734313768,"score_spread":0.18551544450400154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405113341","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07594706,0.00004379284,0.8439922,0.07895334,0.00066044164,0.00031969708,0.000002406727,0.000044231518,0.00003687902],"genre_scores_gemma":[0.8604828,0.00007648797,0.13273253,0.006473941,0.000097544595,0.000095547875,6.6010415e-7,0.000017298034,0.00002317944],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975128,0.0008084583,0.00094448874,0.00017686978,0.0003922613,0.00016507757],"domain_scores_gemma":[0.98052835,0.018426556,0.00036643166,0.00022304567,0.00044208404,0.000013513273],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006523933,0.00009954455,0.00017759198,0.0018280616,0.000095299794,0.00009271096,0.00042074802,0.00017778239,0.000012500141],"category_scores_gemma":[0.05289226,0.000071927316,0.00006029979,0.0046999077,0.00019992751,0.00033657253,0.000031816424,0.0014303346,0.0000011059848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001823918,0.000052729745,0.000002665732,0.000065442604,0.0000036604904,0.000016421938,0.00021389616,0.00029517213,0.78078413,0.18828678,0.00073284627,0.029363884],"study_design_scores_gemma":[0.00022983488,0.000701652,0.00005257519,0.00028378522,0.000010903481,0.000021242711,0.000103553946,0.004703448,0.88998926,0.09714043,0.0066992147,0.00006408999],"about_ca_topic_score_codex":0.0000015305734,"about_ca_topic_score_gemma":7.525675e-7,"teacher_disagreement_score":0.78453577,"about_ca_system_score_codex":0.0000485986,"about_ca_system_score_gemma":0.0004849801,"threshold_uncertainty_score":0.95508564},"labels":[],"label_agreement":null},{"id":"W4406926229","doi":"10.1080/23299460.2024.2445322","title":"The challenges of being an in-house AI ethicist and how to overcome them","year":2025,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"Deutsche Forschungsgemeinschaft","keywords":"Psychology; Medicine","score_opus":0.07400330639807572,"score_gpt":0.4050955723567857,"score_spread":0.33109226595871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406926229","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":[0.71681625,0.00017434145,0.000064477,0.27974385,0.00017098738,0.0000680275,2.9970678e-7,0.0000054333887,0.0029563433],"genre_scores_gemma":[0.99656874,0.0016161524,0.00034303416,0.0012115741,0.000096321884,7.280548e-7,4.3586805e-8,0.0000050067256,0.0001584215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987672,0.00038359466,0.0002877691,0.0000625485,0.00036727058,0.00013160979],"domain_scores_gemma":[0.99735844,0.000969244,0.00025154138,0.00008746523,0.0012971922,0.000036107023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008911115,0.000049959872,0.00014003085,0.00037639478,0.00031891052,0.00021221876,0.00018267901,0.00012892841,0.0000013025231],"category_scores_gemma":[0.0075663566,0.00003779191,0.00002222,0.0011371098,0.00015449869,0.0006372991,0.000029133813,0.0004045929,2.2100338e-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":[0.00014376969,0.000023538512,0.0019236542,0.000011538095,0.00001314096,0.0000018692324,0.029104674,0.000005871366,0.0039079073,0.94881016,0.00025843875,0.015795453],"study_design_scores_gemma":[0.00052590563,0.00033706124,0.077345036,0.00047762215,0.000013553128,0.0000017232375,0.057283714,0.000014560352,0.0022593846,0.83700514,0.024615714,0.00012059927],"about_ca_topic_score_codex":0.00012949876,"about_ca_topic_score_gemma":0.002111674,"teacher_disagreement_score":0.2797525,"about_ca_system_score_codex":0.00007785132,"about_ca_system_score_gemma":0.00071271166,"threshold_uncertainty_score":0.9058182},"labels":[],"label_agreement":null},{"id":"W4414535245","doi":"10.1080/23299460.2025.2549956","title":"Critiquing the direction for innovation: the interplay of why, how, and what","year":2025,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"","keywords":"Normative; Politics; Grassroots; State (computer science); Discourse ethics; Relation (database); Civil society; Resistance (ecology); Business ethics","score_opus":0.01978906658711067,"score_gpt":0.295707063148235,"score_spread":0.27591799656112437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414535245","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":[0.5867353,0.0011660089,0.09387565,0.27840483,0.0069337757,0.0014622895,0.000001578473,0.000058497826,0.03136205],"genre_scores_gemma":[0.9904907,0.000055871773,0.00035756078,0.0076207854,0.00062342157,0.00001649471,0.0000054982247,0.000009276919,0.0008204144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890274,0.000029389363,0.0006643026,0.00009264093,0.00020674738,0.00010420283],"domain_scores_gemma":[0.99519485,0.00022353229,0.000917394,0.00014258773,0.0035199556,0.000001660687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032092116,0.00009701162,0.0001534848,0.0015755128,0.0002541525,0.0008451512,0.000191658,0.000045751916,0.000009133562],"category_scores_gemma":[0.001424893,0.00005952701,0.000040393727,0.0049911807,0.00007432846,0.0023122507,0.00008887057,0.00016210407,7.857185e-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":[0.00031750495,0.000028622137,0.000351736,0.00016263274,0.000056762943,4.0695383e-7,0.00010437272,0.0000074401387,0.007373287,0.90003,0.021515936,0.070051275],"study_design_scores_gemma":[0.0015616862,0.0000897495,0.0040133293,0.0010138064,0.00013438912,0.000008379458,0.01285683,0.0029736748,0.008342118,0.12767717,0.84115016,0.00017867128],"about_ca_topic_score_codex":0.0000030104045,"about_ca_topic_score_gemma":0.000011108568,"teacher_disagreement_score":0.81963426,"about_ca_system_score_codex":0.00003672938,"about_ca_system_score_gemma":0.00006586172,"threshold_uncertainty_score":0.8149813},"labels":[],"label_agreement":null},{"id":"W4416203009","doi":"10.1080/23299460.2025.2582306","title":"Frankenwords or, responsible innovation for the humanities","year":2025,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Science Education and Perceptions","field":"Psychology","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":"Responsible Research and Innovation; Neologism; Normative; Argument (complex analysis); Perspective (graphical); Duty; Mythology; Harm","score_opus":0.1571054496659279,"score_gpt":0.4623795938706288,"score_spread":0.3052741442047009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416203009","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":[0.84909296,0.0004086123,0.06693467,0.04973528,0.010525112,0.00074334466,0.00001621353,0.000054262575,0.02248952],"genre_scores_gemma":[0.77430403,0.000068156995,0.008427395,0.01345324,0.0013323748,0.00014750379,0.000021809612,0.0000287125,0.20221674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998136,0.00019294978,0.0009963268,0.00015253617,0.00030981214,0.00021239299],"domain_scores_gemma":[0.99462014,0.001626344,0.0006333837,0.00033072312,0.0027766803,0.000012712491],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043233493,0.00011907414,0.00018565457,0.0027589973,0.0006171732,0.00024171817,0.0003776141,0.00012075061,0.0015894417],"category_scores_gemma":[0.0029756615,0.00007923495,0.000067412,0.0076281196,0.00018562777,0.00047172047,0.00002247649,0.00031180275,0.00003147898],"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":[0.0026324315,0.00012482068,0.0007472131,0.000013906946,0.000081811195,0.0000016348379,0.0035250494,0.00004429924,0.008911242,0.69057655,0.2595974,0.03374365],"study_design_scores_gemma":[0.0012693373,0.00040710715,0.081955545,0.00011309253,0.00005469392,0.00005640527,0.013944677,0.00007504166,0.0016524383,0.030832414,0.86950266,0.0001365677],"about_ca_topic_score_codex":0.000016642216,"about_ca_topic_score_gemma":0.00004248246,"teacher_disagreement_score":0.65974414,"about_ca_system_score_codex":0.00011961695,"about_ca_system_score_gemma":0.0021082188,"threshold_uncertainty_score":0.99932325},"labels":[],"label_agreement":null}]}