{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"be9270ad5acf","filters":{"venue":"Integrated Assessment"}},"results":[{"id":"W2161302472","doi":"","title":"Public Engagement, Public Consultation, Innovation and the Market","year":2006,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick; University of Guelph","funders":"","keywords":"Public engagement; Public relations; Publishing; Order (exchange); Public opinion; Political science; Service (business); Democracy; Business; Marketing; Politics","authors":[{"name":"David Castle","is_ca":true},{"name":"Keith Culver","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4446508167353992,"gpt":0.4537710055909422,"spread":0.009120188855542999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02238638,0.0004634157,0.0006042742,0.003379067,0.01004547,0.0161054,0.001386924,0.01065132,0.01965407],"category_scores_gemma":[0.03716366,0.000318533,0.0004388108,0.003627959,0.03300197,0.01120381,0.01248246,0.005260338,0.0008787555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01297815,"about_ca_system_score_gemma":0.01646443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008853696,"about_ca_topic_score_gemma":0.00627407,"domain_scores_codex":[0.9602849,0.02704505,0.000457951,0.001383143,0.005361841,0.005467109],"domain_scores_gemma":[0.9351232,0.05001789,0.005171179,0.001853932,0.002853953,0.004979695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00011377,0.0002958229,0.003646379,0.0005265252,0.00003642375,0.0007319315,0.0509522,0.0007830324,0.0003747566,0.8517863,0.02666816,0.06408487],"study_design_scores_gemma":[0.00009995267,0.0001444712,0.005268028,0.0006917378,0.00001921822,0.0003024061,0.07589398,0.001027762,0.0004032759,0.654359,0.2617169,0.00007321368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08871061,0.008607818,0.007697044,0.3057397,0.0008341762,0.0001703176,0.00007898954,0.000139432,0.588022],"genre_scores_gemma":[0.9805761,0.00169356,0.0006607869,0.006415261,0.0004336186,0.0001033686,0.00002254548,0.00003042289,0.01006422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9899545,"threshold_uncertainty_score":0.1183919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105554798","doi":"","title":"INFORMING DESIGN CHARRETTES: Tools for participation in neighbourhood-scale planning","year":2006,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Brainstorming; Participatory planning; Stakeholder; Computer science; Public participation; Participatory design; Urban planning; Process management; Knowledge management; Management science; Sustainable community; Land-use planning; Scale (ratio); Sustainable development; Land use; Environmental planning; Engineering","authors":[{"name":"Cynthia Girling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06201889278907662,"gpt":0.3937963555317697,"spread":0.331777462742693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01622543,0.002271895,0.001100759,0.005100743,0.00181064,0.008740714,0.003681817,0.002511277,0.03219094],"category_scores_gemma":[0.03922731,0.001273811,0.001448284,0.003184036,0.002398047,0.01035385,0.01124109,0.002598475,0.007223097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001802638,"about_ca_system_score_gemma":0.00225546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755101,"about_ca_topic_score_gemma":0.002857927,"domain_scores_codex":[0.9884279,0.007416313,0.00105181,0.0009343099,0.001777673,0.0003918596],"domain_scores_gemma":[0.9620677,0.0288986,0.001011516,0.005183465,0.001576606,0.001262118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005341147,0.001038881,0.003092407,0.001993465,0.0001161892,0.00121113,0.04179893,0.01761462,0.005854707,0.1112236,0.07480743,0.7407144],"study_design_scores_gemma":[0.0003809222,0.0002756301,0.001419104,0.001153049,0.00007653927,0.0005996249,0.008420914,0.04495915,0.005414394,0.1799962,0.757025,0.000279548],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01115682,0.0003164319,0.9143493,0.002186339,0.0002040083,0.001720331,0.002890674,0.03820059,0.02897555],"genre_scores_gemma":[0.05206035,0.0003388048,0.930006,0.0002836121,0.00004945558,0.002912062,0.003127562,0.002768183,0.008454095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03219094,"threshold_uncertainty_score":0.1076894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W92756557","doi":"","title":"A web-based Instrument to Model Social Norms: NERD Design and Results","year":2006,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Public opinion; Bridge (graph theory); Citizen journalism; Nerd; Social media; Focus group; Perception; Computer science; Focus (optics); Data science; Public relations; Management science; Knowledge management; Psychology; Political science; Marketing; Business; World Wide Web; Engineering; Medicine; Politics","authors":[{"name":"Rana Ahmad","is_ca":false},{"name":"Jennifer M. Bailey","is_ca":true},{"name":"Zosia Bornik","is_ca":true},{"name":"Peter Danielson","is_ca":false},{"name":"Hadi Dowlatabadi","is_ca":false},{"name":"Ed Levy","is_ca":true},{"name":"Holly Longstaff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3327346436646949,"gpt":0.4481099882230722,"spread":0.1153753445583773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0659849,0.001278648,0.001080566,0.003828054,0.001361305,0.002371987,0.001808096,0.001285501,0.00781197],"category_scores_gemma":[0.08424614,0.000820222,0.001261872,0.002956673,0.002798852,0.002472938,0.003416888,0.001811987,0.00225408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721509,"about_ca_system_score_gemma":0.003391461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319801,"about_ca_topic_score_gemma":0.001138017,"domain_scores_codex":[0.9133353,0.07293189,0.0046586,0.002639558,0.004845504,0.001589253],"domain_scores_gemma":[0.8672519,0.101306,0.005116278,0.01046093,0.01443285,0.00143194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004767596,0.01680195,0.09648815,0.003678157,0.0002479097,0.0005822632,0.07208793,0.01907068,0.01079629,0.04529459,0.01285478,0.7173297],"study_design_scores_gemma":[0.01616541,0.05101773,0.2298294,0.002112554,0.0008841203,0.0007541493,0.09920955,0.2143859,0.09033188,0.09527028,0.1988289,0.001210076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3784802,0.0001183888,0.3992664,0.0008692187,0.000259939,0.1864218,0.004676015,0.00169854,0.02820949],"genre_scores_gemma":[0.2323009,0.00008628189,0.487004,0.0004010925,0.00004737078,0.2743857,0.001354909,0.0002379272,0.004181884],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0659849,"threshold_uncertainty_score":0.3489657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139430400","doi":"","title":"Upscaling Adaptation Studies to Inform Policy at the Global Level","year":2008,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Adaptation (eye); Greenhouse gas; Climate change; Environmental resource management; Climate change adaptation; Environmental planning; Environmental science; Natural resource economics; Environmental economics; Economics; Ecology; Psychology","authors":[{"name":"Ian Burton","is_ca":false},{"name":"Thea Dickinson","is_ca":false},{"name":"Yvonne Howard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4110446341365936,"gpt":0.3904424327312473,"spread":0.0206022014053463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08380561,0.00240742,0.002547804,0.01076471,0.000836272,0.005555075,0.00367599,0.002521581,0.007139094],"category_scores_gemma":[0.1453235,0.0006549909,0.002777846,0.009815572,0.00188946,0.0116092,0.005595932,0.003161672,0.0006460259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004016984,"about_ca_system_score_gemma":0.007357808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034511,"about_ca_topic_score_gemma":0.01199184,"domain_scores_codex":[0.9442328,0.04739795,0.002239408,0.002268318,0.003237643,0.0006239672],"domain_scores_gemma":[0.8475114,0.1072929,0.00822732,0.02595503,0.01007809,0.000935382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007117926,0.001870431,0.07851274,0.01493367,0.01291003,0.0008567536,0.005159634,0.1099272,0.006197806,0.2180691,0.009515599,0.5413353],"study_design_scores_gemma":[0.0005440359,0.001332382,0.04205886,0.01181404,0.006384073,0.0002277092,0.01674194,0.09009644,0.006816113,0.7406207,0.08305357,0.0003102426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1872789,0.07462037,0.6157001,0.04406775,0.002450057,0.003715332,0.003866251,0.001056862,0.06724442],"genre_scores_gemma":[0.6828909,0.02680362,0.2832025,0.003114204,0.0004129126,0.001037177,0.001136174,0.0001132588,0.001289345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08380561,"threshold_uncertainty_score":0.4432117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W79280293","doi":"","title":"A research agenda to improve economic estimates of the benefits of climate change policies","year":2008,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Pace; Climate change; Face (sociological concept); Natural resource economics; Climate policy; Social cost; State (computer science); Political science; Public economics; Economics; Regional science; Environmental planning; Economic growth; Business; Environmental resource management; Economic policy; Geography; Computer science; Sociology; Social science","authors":[{"name":"Gary Yohe","is_ca":false},{"name":"Dennis Tirpak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2525403974069738,"gpt":0.3774526670077863,"spread":0.1249122696008125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03631062,0.002907661,0.003796037,0.006538345,0.002759696,0.01561015,0.004344733,0.01753017,0.04911928],"category_scores_gemma":[0.07783988,0.001224346,0.001960345,0.007783382,0.004573675,0.03174729,0.004334273,0.01220247,0.007802983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006414127,"about_ca_system_score_gemma":0.02240173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025479,"about_ca_topic_score_gemma":0.00627378,"domain_scores_codex":[0.9866329,0.008168533,0.0006924195,0.001182373,0.002519562,0.0008041462],"domain_scores_gemma":[0.8940908,0.07207485,0.004767156,0.005519699,0.02051818,0.003029391],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004393338,0.00120379,0.002911464,0.002770095,0.0002654124,0.0002217306,0.0003750815,0.01801371,0.0007936379,0.6436648,0.1451564,0.1841845],"study_design_scores_gemma":[0.0001593519,0.000161022,0.002376591,0.002813028,0.0001051017,0.00009132952,0.00237981,0.01549099,0.0005280444,0.8218628,0.1539077,0.0001242895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005413021,0.08392318,0.04985721,0.7865553,0.00796568,0.0002666175,0.001335078,0.0004399242,0.06424393],"genre_scores_gemma":[0.2598174,0.3432809,0.2392873,0.07871278,0.03339601,0.002341714,0.004974736,0.000427457,0.03776178],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9636894,"threshold_uncertainty_score":0.1920313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153678121","doi":"","title":"\"Models\" for Sustainability Emerge in an Open Systems Context","year":2006,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Rubric; Citizen journalism; Context (archaeology); USable; Management science; Computer science; Knowledge management; Engineering ethics; Process management; Sociology; Business; Engineering; Geography; Ecology","authors":[{"name":"George Francis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2021932525948146,"gpt":0.485838052433586,"spread":0.2836447998387714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008751752,0.001169912,0.001029875,0.002909097,0.003195838,0.01108772,0.00367372,0.004665727,0.006484069],"category_scores_gemma":[0.0104731,0.0005463231,0.001563585,0.002470622,0.01807018,0.01707829,0.007786432,0.00531246,0.0007348046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00589132,"about_ca_system_score_gemma":0.004416663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746566,"about_ca_topic_score_gemma":0.003772991,"domain_scores_codex":[0.9935214,0.004098545,0.0002283355,0.0007451587,0.001087424,0.0003192557],"domain_scores_gemma":[0.992776,0.004120795,0.0006600457,0.001221919,0.0007002532,0.0005209369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001590759,0.000006159436,0.0001047339,0.00002253486,0.000005717746,0.00002331992,0.0005338929,0.002082919,0.00002440313,0.9955922,0.0005635106,0.001039112],"study_design_scores_gemma":[0.000002638763,0.00000431917,0.00005223793,0.00004490274,0.000003391553,0.0000189593,0.0006677247,0.005368416,0.0000272661,0.9800146,0.01379048,0.000005116328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02721612,0.003152566,0.6121697,0.08492884,0.0007475062,0.0002723564,0.0003830864,0.0004780373,0.2706518],"genre_scores_gemma":[0.8001055,0.003070344,0.1758967,0.002957819,0.000357561,0.0008893672,0.0004106363,0.0002101411,0.01610195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01108772,"threshold_uncertainty_score":0.04628426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2244041597","doi":"","title":"E-dialogues: A role in interactive sustainable development?","year":2007,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Roads University","funders":"","keywords":"Interdependence; Face (sociological concept); Sustainability; Business; Political science; Public relations; Sustainable development; Database transaction; Sociology; Computer science; Law; Social science","authors":[{"name":"Ann Dale","is_ca":true},{"name":"Lenore Newman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0196910467571658,"gpt":0.3640271295692196,"spread":0.3443360828120538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01625557,0.00115467,0.0008785027,0.002356158,0.00710734,0.02855702,0.003215657,0.01056467,0.02799071],"category_scores_gemma":[0.01946284,0.000774517,0.000740053,0.003157773,0.02953533,0.05595724,0.01495497,0.006060037,0.005312495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025961,"about_ca_system_score_gemma":0.004074625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570992,"about_ca_topic_score_gemma":0.0009712022,"domain_scores_codex":[0.987682,0.0096568,0.000286943,0.000730917,0.0009501112,0.0006930943],"domain_scores_gemma":[0.9710452,0.02122012,0.001081903,0.002117039,0.001393427,0.003142372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007271153,0.00006128971,0.0007601954,0.000588798,0.00002164329,0.0003191309,0.02505887,0.000296666,0.0003549517,0.8471625,0.03374277,0.09156045],"study_design_scores_gemma":[0.00002919565,0.00003214648,0.0003070059,0.0008282515,0.00001111151,0.0003678668,0.01694554,0.0004561698,0.000211355,0.3865398,0.5942401,0.00003148118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01075822,0.08652768,0.04733765,0.3033862,0.005733362,0.0001372696,0.0001907957,0.0007835234,0.5451454],"genre_scores_gemma":[0.7530544,0.07581692,0.04336996,0.03316751,0.009927442,0.0007294277,0.000183519,0.0006367138,0.08311403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02855702,"threshold_uncertainty_score":0.09363824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2231498051","doi":"","title":"Mapping Emergence: Network Analysis of Climate Change Media Coverage","year":2007,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Representation (politics); Agency (philosophy); Climate change; Content analysis; Network analysis; Data science; Coding (social sciences); Social network analysis; Computer science; Political science; Sociology; Social media; Social science; Ecology; Politics","authors":[{"name":"Sonja Klinsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3220212293557268,"gpt":0.4787760299999073,"spread":0.1567548006441805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001705171,0.0002844791,0.0001903565,0.009473794,0.0008133309,0.0021189,0.0004869913,0.0003726851,0.003605173],"category_scores_gemma":[0.01194069,0.0001581464,0.0002770672,0.006599834,0.0008076375,0.002178525,0.001293204,0.000554763,0.0002326551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867546,"about_ca_system_score_gemma":0.0008628692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02479748,"about_ca_topic_score_gemma":0.02253648,"domain_scores_codex":[0.9987965,0.0006263091,0.0000667807,0.0001856472,0.0002347347,0.0000900989],"domain_scores_gemma":[0.9848638,0.01177178,0.001319629,0.0005097376,0.001345575,0.0001894824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007881958,0.0001835297,0.4461243,0.00120064,0.0002479393,0.001021625,0.07637607,0.02832223,0.01829762,0.06888684,0.006886853,0.3516642],"study_design_scores_gemma":[0.0000516371,0.0001715556,0.4789554,0.0003247866,0.0001687318,0.0007610721,0.08008035,0.3508122,0.0131717,0.04305499,0.0323329,0.0001146771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830687,0.0002959799,0.0953429,0.0006149809,0.00002538561,0.0002699115,0.003966804,0.0004021644,0.01601316],"genre_scores_gemma":[0.964083,0.0001130057,0.03377098,0.00001147369,0.00000846754,0.0001434355,0.00119051,0.00003507319,0.0006440524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02479748,"threshold_uncertainty_score":0.04930627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112987138","doi":"","title":"Intellectual property protection for higher life forms: Current law and policy issuse","year":2010,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Intellectual property; Order (exchange); Production (economics); Agriculture; Traditional knowledge; Business; Resource (disambiguation); Natural resource economics; Environmental resource management; Political science; Economics; Ecology; Law; Biology; Computer science","authors":[{"name":"Norman Siebrasse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1121481858696149,"gpt":0.2946730381327246,"spread":0.1825248522631097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01381667,0.0005965059,0.000888121,0.00227232,0.004929343,0.01864944,0.00338826,0.02459778,0.01397111],"category_scores_gemma":[0.03472313,0.0005907177,0.00104695,0.002920541,0.01586558,0.01522629,0.003722828,0.01104716,0.003086121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006578008,"about_ca_system_score_gemma":0.01018961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134369,"about_ca_topic_score_gemma":0.008285362,"domain_scores_codex":[0.99058,0.001897534,0.0006940938,0.001718604,0.003901728,0.001208043],"domain_scores_gemma":[0.9659709,0.02443968,0.00266005,0.002804839,0.003111351,0.00101321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001888723,0.00004032632,0.0005976121,0.0001431725,0.000007346105,0.00008951249,0.0004403699,0.0002141691,0.0002157462,0.9392109,0.02953781,0.02948432],"study_design_scores_gemma":[0.00003134831,0.0000748621,0.001963978,0.001714756,0.00003559998,0.0003226373,0.0007101102,0.001051175,0.0005516799,0.5023244,0.4911483,0.00007119274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01459105,0.03532351,0.009845995,0.3436593,0.001769119,0.0001401233,0.000480088,0.0002950898,0.5938958],"genre_scores_gemma":[0.5603555,0.05073801,0.01596925,0.232685,0.007694379,0.0006200785,0.0005871534,0.0002339064,0.1311167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02459778,"threshold_uncertainty_score":0.07307041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120489505","doi":"","title":"Accelerating the Mitigation of Greenhouse Gas Emissions: The Influence of Uncertainties in Economic Growth and Technological Change","year":2008,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Greenhouse gas; Technological change; Natural resource economics; Environmental science; Reduction (mathematics); Stochastic programming; Climate change; Economics; Environmental economics; Mathematical optimization; Macroeconomics; Mathematics","authors":[{"name":"Milind Kandlikar","is_ca":true},{"name":"Benoît Morel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1080151579129345,"gpt":0.2884673188181123,"spread":0.1804521609051778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002199954,0.0006760432,0.0005575168,0.0005510395,0.0004990917,0.002606499,0.0005431333,0.002381124,0.001212752],"category_scores_gemma":[0.0086856,0.0003190576,0.0005045198,0.0006546664,0.00201123,0.003220119,0.001257634,0.001606435,0.0001126495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546503,"about_ca_system_score_gemma":0.001512439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004814258,"about_ca_topic_score_gemma":0.002869822,"domain_scores_codex":[0.9989192,0.0006264698,0.00002287664,0.0001098162,0.0002033694,0.0001182146],"domain_scores_gemma":[0.9934714,0.005331312,0.0007396276,0.000115248,0.0002300018,0.0001124158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007156914,0.00004171782,0.001859936,0.0001064343,0.00006847658,0.000161942,0.0000658175,0.7310542,0.0008895702,0.2513854,0.0005806236,0.0137143],"study_design_scores_gemma":[0.00002316461,0.00008870753,0.00161365,0.0000550599,0.00004838521,0.0000555945,0.0001161771,0.4781996,0.0008827207,0.5161289,0.002745803,0.00004224259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.473185,0.01360479,0.4221665,0.03875415,0.0004314676,0.00007303615,0.0003289972,0.0001617839,0.05129442],"genre_scores_gemma":[0.989803,0.003612147,0.004962202,0.000273372,0.0001264686,0.00002467186,0.00001948277,0.000008865577,0.00116978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004814258,"threshold_uncertainty_score":0.01163459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109817079","doi":"","title":"Genomics and public policy: Wealth for Canadians","year":2010,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Commercialization; Government (linguistics); Public policy; Variety (cybernetics); Nature versus nurture; Subsidy; Investment (military); Economic growth; Private sector; Business; Political science; Marketing; Economics; Sociology","authors":[{"name":"Peter W.B. Phillips","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0270770468864454,"gpt":0.2604702848728659,"spread":0.2333932379864205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006436361,0.0003971472,0.0006555579,0.003260789,0.01023869,0.01355847,0.001327582,0.004806754,0.02736783],"category_scores_gemma":[0.02277577,0.0003114443,0.0005464272,0.006064523,0.006543848,0.005635524,0.003910978,0.004916124,0.0009594694],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1208209,"about_ca_system_score_gemma":0.2749224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9820758,"about_ca_topic_score_gemma":0.9848728,"domain_scores_codex":[0.9942638,0.0007834586,0.00008469552,0.0002330717,0.002077749,0.002557141],"domain_scores_gemma":[0.9836189,0.003369362,0.0005636939,0.0004801164,0.005810929,0.006157134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007452973,0.00005256885,0.006595379,0.0001978435,0.00004615958,0.0002320798,0.00162722,0.001143513,0.0001545855,0.5059265,0.4206656,0.063284],"study_design_scores_gemma":[0.00007132968,0.00002243966,0.01619779,0.0008842521,0.00004809081,0.00008603837,0.00681321,0.001219938,0.0001369762,0.105652,0.8687775,0.00009037224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01102761,0.0108891,0.0008500754,0.759494,0.0008515745,0.00005561278,0.001808924,0.0001083895,0.2149148],"genre_scores_gemma":[0.6337497,0.03776593,0.003956411,0.1960047,0.001473609,0.0001043464,0.002433762,0.0001288253,0.1243827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8791791,"threshold_uncertainty_score":0.8766208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2207665179","doi":"","title":"Public-private research collaborations in Canadian forestry genomics: Knowledge management and innovation","year":2010,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick; University of Ottawa","funders":"","keywords":"Genomics; Order (exchange); Agriculture; Business; Consistency (knowledge bases); Quality (philosophy); Aquaculture; Private sector; Environmental resource management; Biotechnology; Fish <Actinopterygii>; Computer science; Political science; Genome; Fishery; Ecology; Biology; Economics","authors":[{"name":"Kira Kumagai","is_ca":true},{"name":"Keith Culver","is_ca":true},{"name":"David Castle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05851064940968717,"gpt":0.3513616713948134,"spread":0.2928510219851262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03215943,0.0003348067,0.0004778434,0.002759987,0.01800535,0.009977139,0.001588416,0.004189807,0.01067595],"category_scores_gemma":[0.03009102,0.0003155548,0.0003193945,0.006596228,0.008195829,0.005389394,0.007124139,0.002578926,0.0005023223],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07738512,"about_ca_system_score_gemma":0.3283579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7858325,"about_ca_topic_score_gemma":0.8653079,"domain_scores_codex":[0.9789466,0.0073762,0.0005042761,0.001263821,0.006149826,0.005759335],"domain_scores_gemma":[0.9544958,0.01708761,0.002062115,0.002615215,0.01082137,0.01291774],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003246039,0.0005190998,0.04261612,0.001096402,0.00009809875,0.001287775,0.03399571,0.002523623,0.002630222,0.3432183,0.1018148,0.4698753],"study_design_scores_gemma":[0.0001914167,0.0001554102,0.06728894,0.001047789,0.00006738976,0.0003952611,0.06031705,0.002422943,0.001214472,0.0993883,0.7673932,0.0001177217],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1561498,0.0234166,0.01633191,0.4638192,0.001519765,0.001379731,0.001066372,0.0003077525,0.336009],"genre_scores_gemma":[0.9358422,0.005893918,0.01012079,0.01044554,0.0002503264,0.0003435522,0.0004895219,0.00004835193,0.03656567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9678406,"threshold_uncertainty_score":0.561471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170065966","doi":"","title":"Knowledge Management and Canadian Aquaculture: A Case Study of Public-Private Research Collaboration","year":2010,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick; University of Ottawa","funders":"","keywords":"Business; Genomics; Underwriting; Private sector; Environmental planning; Environmental resource management; Biotechnology; Economic growth; Geography; Economics; Biology; Genome; Finance","authors":[{"name":"Kate Hoye","is_ca":true},{"name":"Keith Culver","is_ca":true},{"name":"David Castle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05454537597410653,"gpt":0.3931589994616941,"spread":0.3386136234875876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01054751,0.0003970827,0.0004441904,0.002749708,0.04690051,0.007509596,0.002853476,0.004649336,0.003769007],"category_scores_gemma":[0.01824509,0.0003663284,0.0004183452,0.00789653,0.01049918,0.002926508,0.008536728,0.002662,0.0002707395],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08262434,"about_ca_system_score_gemma":0.1398868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9160069,"about_ca_topic_score_gemma":0.9573852,"domain_scores_codex":[0.9853261,0.00566745,0.0003140975,0.0008202483,0.0027833,0.005088758],"domain_scores_gemma":[0.9782079,0.008978504,0.001845739,0.001281686,0.003866808,0.005819422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000279901,0.001033699,0.09139737,0.0003144793,0.00009725826,0.02548691,0.7041367,0.002043354,0.001447653,0.05834541,0.01780102,0.09761629],"study_design_scores_gemma":[0.00005180114,0.0001465603,0.04185636,0.000171924,0.00003838822,0.001489636,0.8505323,0.001245543,0.0002422827,0.003284887,0.1008837,0.00005656921],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032315,0.0008255852,0.001232303,0.02076441,0.00006013112,0.0003741338,0.0001656907,0.00004068854,0.07330554],"genre_scores_gemma":[0.9894433,0.0005986142,0.001258781,0.001019548,0.00002016571,0.0001037472,0.00008260927,0.00001603918,0.007457214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9173757,"threshold_uncertainty_score":0.5994843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162096362","doi":"","title":"SARS, Pandemics and Public Health","year":2010,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Public health; Infectious disease (medical specialty); Emerging infectious disease; Globalization; Civilization; Disease; Development economics; Political science; Coronavirus disease 2019 (COVID-19); Economic growth; Geography; Medicine; Economics; Law","authors":[{"name":"Julia Skelding","is_ca":true},{"name":"Ross Upshur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03983453937406184,"gpt":0.3773280940105621,"spread":0.3374935546365002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002012384,0.0004923207,0.0003459787,0.001919669,0.00109394,0.004767385,0.0003868896,0.002873025,0.01140597],"category_scores_gemma":[0.002836243,0.0001638206,0.0001610675,0.001726947,0.004907145,0.005363235,0.002143473,0.002462019,0.00101809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210369,"about_ca_system_score_gemma":0.003392834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00651963,"about_ca_topic_score_gemma":0.008877257,"domain_scores_codex":[0.9990496,0.0004896977,0.00004460285,0.00009979372,0.0002150358,0.000101094],"domain_scores_gemma":[0.9990135,0.0004089113,0.0001635951,0.0000438011,0.0001799061,0.0001901104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007699709,0.00008277679,0.00691754,0.001055781,0.00005368035,0.0003330126,0.002020874,0.001003565,0.0001888979,0.520022,0.2501313,0.2181135],"study_design_scores_gemma":[0.00001408811,0.00008473817,0.008865355,0.001383399,0.00002175341,0.0003396597,0.005975151,0.0004454952,0.00005444822,0.2479064,0.7348812,0.00002828284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007293661,0.5468476,0.001231698,0.3016945,0.01185772,0.00002556314,0.0002460707,0.00007118869,0.130732],"genre_scores_gemma":[0.2720851,0.6099795,0.001675167,0.04946601,0.02877494,0.0000655598,0.0002622804,0.00002775492,0.03766361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01140597,"threshold_uncertainty_score":0.03815681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151919697","doi":"","title":"Climate risk management & institutional learning","year":2008,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Risk management; Business; Order (exchange); Risk analysis (engineering); Climate change; Actuarial science; Insurance industry; Environmental planning; Environmental resource management; Finance; Economics; Geography","authors":[{"name":"Hadi Dowlatabadi","is_ca":true},{"name":"Christina Cook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02090177977775737,"gpt":0.2348683949785123,"spread":0.2139666152007549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001921267,0.0001665222,0.0001585828,0.0006132348,0.001108792,0.003368863,0.0005712675,0.001102163,0.013251],"category_scores_gemma":[0.006740966,0.00009111795,0.0002634643,0.0009689221,0.002558372,0.002749159,0.002081636,0.001182226,0.0007018192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281497,"about_ca_system_score_gemma":0.002336287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005430136,"about_ca_topic_score_gemma":0.004892952,"domain_scores_codex":[0.9991359,0.0003440393,0.00002405245,0.0001109799,0.0001617419,0.0002232544],"domain_scores_gemma":[0.9967698,0.001091935,0.0008294931,0.0004410924,0.0003501399,0.0005175477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003475284,0.0001638882,0.02766341,0.00007880831,0.00004768674,0.0002302483,0.001135813,0.02730405,0.0003202671,0.8136132,0.01801056,0.1113972],"study_design_scores_gemma":[0.00001763694,0.00006209233,0.02622124,0.0001770297,0.00001813421,0.0001380257,0.002267727,0.0147148,0.000402466,0.8547597,0.1011793,0.00004189059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2974432,0.005580374,0.04160475,0.05944827,0.0002404148,0.000119159,0.0006340789,0.0003155829,0.5946141],"genre_scores_gemma":[0.9877093,0.001576349,0.001487909,0.000631293,0.00009932652,0.00002066386,0.0000856057,0.0000134828,0.008376134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.013251,"threshold_uncertainty_score":0.04432905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142059939","doi":"","title":"Managing knowledge for prosperity: Genomics investments and social returns","year":2010,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Prosperity; Interdependence; Globalization; Element (criminal law); Business; Financial crisis; Economics; International trade; Political science; Economic growth; Market economy; Macroeconomics","authors":[{"name":"David Castle","is_ca":false},{"name":"Keith Culver","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02710319069091533,"gpt":0.2721052646126123,"spread":0.2450020739216969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001943346,0.000283635,0.0002520783,0.001139604,0.001346369,0.006724795,0.0004461757,0.002255018,0.01154162],"category_scores_gemma":[0.007622047,0.0001269023,0.0001793179,0.001314198,0.004293515,0.007053425,0.002760823,0.001216258,0.0007066338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00387955,"about_ca_system_score_gemma":0.003415871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002698924,"about_ca_topic_score_gemma":0.005164254,"domain_scores_codex":[0.9992225,0.0002892168,0.00001537513,0.00006404929,0.000178306,0.0002305544],"domain_scores_gemma":[0.9955714,0.001833104,0.0008456764,0.0002315095,0.0005619908,0.0009562621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001436088,0.0001968989,0.01343201,0.00008591743,0.00004712284,0.0003031329,0.0009738822,0.004412358,0.0006651932,0.8637719,0.01105736,0.1049107],"study_design_scores_gemma":[0.00001638913,0.00006598153,0.01066737,0.0001711152,0.00003183313,0.0001143503,0.002283708,0.00388588,0.0006871371,0.9456479,0.03640154,0.00002689786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2797205,0.008496664,0.01073141,0.1244582,0.0002633969,0.00006419839,0.0002636763,0.00006513584,0.5759369],"genre_scores_gemma":[0.9888691,0.002152609,0.0006637211,0.0008282276,0.0001321548,0.0000145733,0.0000221418,0.000008181098,0.007309338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01154162,"threshold_uncertainty_score":0.03861064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164672131","doi":"","title":"Complexity of public interest in ethical analysis of genomics","year":2010,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Wildlife; Fishery; Fish <Actinopterygii>; Habitat; Aquaculture; Trout; Geography; Environmental ethics; Environmental resource management; Ecology; Biology; Environmental science","authors":[{"name":"James Tansey","is_ca":true},{"name":"Michael Burgess","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07356520705872961,"gpt":0.3472455584858575,"spread":0.2736803514271279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.1916716,0.000716851,0.001374051,0.003358139,0.01172878,0.02389985,0.004387903,0.0275772,0.009154069],"category_scores_gemma":[0.2517541,0.0008616471,0.00143559,0.002584802,0.06268419,0.02390892,0.01406329,0.03171447,0.001184133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01666024,"about_ca_system_score_gemma":0.02754839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007021959,"about_ca_topic_score_gemma":0.005452733,"domain_scores_codex":[0.8413075,0.1070536,0.005035417,0.01108569,0.0265979,0.008919939],"domain_scores_gemma":[0.6937904,0.2465479,0.01027756,0.01563512,0.02390921,0.009839841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002520611,0.00003456858,0.001057018,0.00008148215,0.00002797196,0.0002766577,0.003536552,0.0003854811,0.0001005918,0.9575874,0.02286207,0.01402492],"study_design_scores_gemma":[0.00003190248,0.00002044528,0.000574354,0.0002293783,0.00001703135,0.0001893758,0.002613944,0.0006395684,0.000136132,0.9312588,0.06425308,0.00003593994],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009132159,0.003563092,0.02267477,0.8714883,0.002249426,0.0001137027,0.00007627861,0.00006398041,0.09063837],"genre_scores_gemma":[0.7039661,0.002676497,0.01812269,0.2493976,0.008299858,0.0006207195,0.0001405091,0.0001969898,0.01657909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9882712,"threshold_uncertainty_score":0.9968129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}