{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"0b70f251691a","filters":{"venue":"European Journal of Risk Regulation"}},"results":[{"id":"W2942523020","doi":"10.1017/err.2019.8","title":"Towards Intelligent Regulation of Artificial Intelligence","year":2019,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":229,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; McGill University","keywords":"Transparency (behavior); Pace; Artificial intelligence; Computer science; Machine learning; Data science; Risk analysis (engineering); Business; Computer security","authors":[{"name":"Miriam Caroline Buiten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05491005527946916,"gpt":0.3378673638924138,"spread":0.2829573086129447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03038336,0.0006348559,0.0007292409,0.001615054,0.00337109,0.01210105,0.002604705,0.01094209,0.003762824],"category_scores_gemma":[0.05058601,0.0005869651,0.001500962,0.0009719821,0.02832308,0.01239284,0.006772214,0.01504683,0.001164105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006678974,"about_ca_system_score_gemma":0.0095323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002611985,"about_ca_topic_score_gemma":0.001303385,"domain_scores_codex":[0.9722296,0.01520501,0.0009601502,0.002288187,0.007678736,0.001638286],"domain_scores_gemma":[0.9599037,0.02416654,0.00307113,0.006492116,0.005258712,0.001107805],"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":[0.000002268995,0.000008656076,0.0000976907,0.000009130344,0.000002707951,0.00001539811,0.0004517101,0.0003876642,0.00006101284,0.9963565,0.0008861958,0.001721037],"study_design_scores_gemma":[0.000005670073,0.000004778543,0.00006617583,0.00004975583,0.000002918757,0.00001641777,0.0001301442,0.001480099,0.0001147124,0.9797763,0.01834588,0.000007175448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02270077,0.00436497,0.351706,0.2682857,0.001450062,0.0001991854,0.00009923618,0.0004135249,0.3507806],"genre_scores_gemma":[0.8204391,0.003674265,0.1026258,0.03813887,0.002005027,0.000663072,0.00009716879,0.0003193541,0.03203744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03038336,"threshold_uncertainty_score":0.1606845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345752552","doi":"10.1017/s1867299x0000533x","title":"The Volkswagen Scandal from the Viewpoint of Corporate Governance","year":2016,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Diverse Legal and Medical Studies","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Corporation; Corporate governance; Misconduct; Business; Capitalization; Stakeholder; Accounting; Public relations; Finance; Political science; Law","authors":[{"name":"Raymonde Crête","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01804829641401505,"gpt":0.1755330720201956,"spread":0.1574847756061805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004911641,0.0002910141,0.0002575981,0.0005759238,0.004046815,0.01481422,0.0006203262,0.005809584,0.0039793],"category_scores_gemma":[0.01189384,0.0002461164,0.0001979391,0.0008896836,0.01614006,0.005002583,0.002779281,0.00670241,0.0008125675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003337402,"about_ca_system_score_gemma":0.004442893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985145,"about_ca_topic_score_gemma":0.007119092,"domain_scores_codex":[0.9951344,0.001876678,0.0001937705,0.000689239,0.001451799,0.0006541497],"domain_scores_gemma":[0.9954799,0.001939758,0.0008031299,0.0005258339,0.0004811673,0.0007701349],"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":[0.00002707276,0.00002314433,0.001469526,0.00005896436,0.000008596386,0.0003442639,0.004276047,0.0002752624,0.0001848232,0.8800853,0.0913207,0.02192627],"study_design_scores_gemma":[0.00001689572,0.00004007615,0.004780454,0.0006062652,0.00001225081,0.0004276865,0.007053336,0.0006601504,0.0004595234,0.3630439,0.6228637,0.00003586724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03670863,0.0319197,0.003364966,0.4999075,0.007498497,0.00002376818,0.00006956457,0.00006702809,0.4204402],"genre_scores_gemma":[0.8570424,0.01492231,0.001121888,0.04575818,0.005052742,0.00002964928,0.00005528375,0.00008723804,0.07593018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01481422,"threshold_uncertainty_score":0.02597558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092256935","doi":"10.1017/err.2020.84","title":"Reducing the Harmful Use of Alcohol: Have International Targets Been Met?","year":2020,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mental Health Research Canada; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Alcohol consumption; Non-communicable disease; Sustainable development; Burden of disease; Action plan; Action (physics); Treaty; Consumption (sociology); Business; Environmental health; Political science; Public economics; International Action; Development economics; Economic growth; Alcohol; Disease; Economics; Medicine; Law; Biology","authors":[{"name":"Jürgen Rehm","is_ca":true},{"name":"Sally Casswell","is_ca":false},{"name":"Jakob Manthey","is_ca":false},{"name":"Robin Room","is_ca":false},{"name":"Kevin D. Shield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06586097973403496,"gpt":0.2825452920053675,"spread":0.2166843122713325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03706553,0.0009936483,0.001752542,0.001036706,0.002050449,0.0102227,0.002601419,0.0111203,0.01161789],"category_scores_gemma":[0.04994217,0.0003995481,0.001409822,0.001899416,0.007576815,0.01284609,0.005563708,0.01758695,0.002983704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003796587,"about_ca_system_score_gemma":0.01819946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007429059,"about_ca_topic_score_gemma":0.004826525,"domain_scores_codex":[0.9866608,0.005468536,0.001156837,0.001010854,0.003752802,0.001950272],"domain_scores_gemma":[0.9750174,0.006932937,0.003308158,0.002052897,0.007567785,0.005120761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004642067,0.0006937171,0.004353768,0.004672542,0.0002090777,0.0002499607,0.00338378,0.0006270218,0.001268551,0.2501015,0.2488046,0.4851712],"study_design_scores_gemma":[0.0001286325,0.0005017921,0.01235757,0.0113359,0.0002476438,0.0002866624,0.005947926,0.0004092586,0.001174057,0.08203945,0.8854377,0.0001334847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00275781,0.1046831,0.001428955,0.848866,0.01375947,0.0000396132,0.0001761858,0.00006872588,0.02822013],"genre_scores_gemma":[0.193503,0.2378447,0.0127404,0.519975,0.01612156,0.0005630078,0.0009662313,0.000371229,0.01791483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03706553,"threshold_uncertainty_score":0.1960235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944468236","doi":"10.1017/err.2019.20","title":"“Lock This Whore Up”: Legal Violence and Flows of Information Precipitating Personal Violence against People Criminalised for HIV-Related Crimes in Canada","year":2019,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Punishment (psychology); Criminology; Lock (firearm); State (computer science); Information flow; Face (sociological concept); Big data; Frame (networking); Convergence (economics); Political science; Computer security; Business; Internet privacy; Sociology; Psychology; Social psychology; Engineering; Computer science; Economics; Economic growth; Social science","authors":[{"name":"Alexander McClelland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007020128650344378,"gpt":0.2288268898107002,"spread":0.2218067611603558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00173987,0.000233976,0.0003846302,0.002037708,0.007877486,0.005476176,0.001411424,0.0008880118,0.003321902],"category_scores_gemma":[0.01916406,0.0003959526,0.0004217676,0.003829219,0.003811971,0.001900472,0.00533796,0.002767193,0.0001721682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0551446,"about_ca_system_score_gemma":0.08436927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991811,"about_ca_topic_score_gemma":0.9933485,"domain_scores_codex":[0.9963486,0.0008206802,0.0002198386,0.0003184182,0.001117182,0.00117525],"domain_scores_gemma":[0.9900327,0.002437794,0.002556019,0.0003214405,0.002530992,0.002121159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001404357,0.0001623808,0.8522681,0.0001276181,0.00009239043,0.00077366,0.1119543,0.0004319296,0.0002171626,0.004470804,0.003868094,0.02549321],"study_design_scores_gemma":[0.000008970433,0.00005096673,0.8148407,0.0003230288,0.00006369607,0.0002538459,0.1750334,0.0009499933,0.0001860431,0.001048862,0.007173894,0.00006651905],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896446,0.0003882382,0.0001918147,0.004374667,0.00002112821,0.0000671974,0.0006669715,0.000006345226,0.004638999],"genre_scores_gemma":[0.9976031,0.000454968,0.0002006061,0.0003083345,0.000007471077,0.00001269619,0.0002313434,0.000004713437,0.001176715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0551446,"threshold_uncertainty_score":0.4001039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2540359365","doi":"10.1017/s1867299x00002907","title":"Incorporating Social Sciences in Public Risk Assessment and Risk Management Organisations","year":2014,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Value (mathematics); Social risk; Public relations; Risk management; Set (abstract data type); Political science; Social science; Sociology; Business; Actuarial science; Finance","authors":[{"name":"Cécile Wendling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03787993358440529,"gpt":0.3185313405426037,"spread":0.2806514069581985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02471084,0.0004203852,0.0005688478,0.008285398,0.006557623,0.01174637,0.0006936683,0.001861223,0.00224828],"category_scores_gemma":[0.02461423,0.0003542202,0.0003793813,0.006814599,0.02410464,0.009834907,0.01019788,0.002552512,0.0001989979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007264297,"about_ca_system_score_gemma":0.01045635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004929162,"about_ca_topic_score_gemma":0.006899194,"domain_scores_codex":[0.9380972,0.0528003,0.001107358,0.0009080524,0.005160464,0.001926605],"domain_scores_gemma":[0.9066834,0.08118324,0.006542439,0.00165492,0.002174918,0.001761107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005119378,0.0002322425,0.02450119,0.0007577371,0.00005687138,0.0007238122,0.7705449,0.001475758,0.0007937821,0.1200325,0.000883249,0.07994673],"study_design_scores_gemma":[0.00001541647,0.0002230905,0.02272838,0.0009839442,0.00003130981,0.0005079867,0.7883601,0.001112448,0.0004893568,0.1068012,0.07867437,0.00007249632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8572311,0.01203702,0.01900247,0.02500761,0.0002006783,0.0002270824,0.00005237629,0.00004226818,0.08619943],"genre_scores_gemma":[0.9951844,0.001533453,0.002062097,0.0003952935,0.0000714024,0.00004068452,0.000008652194,0.000006449958,0.0006975924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9934424,"threshold_uncertainty_score":0.130685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2608336623","doi":"10.1017/err.2016.17","title":"Risk Regulation and the Future: On the Need for Helping Vulnerable Societies to Adapt to the Consequences of Climate Change","year":2017,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Climate change; Business; Content (measure theory); Environmental economics; Risk analysis (engineering); Public relations; Process management; Political science; Environmental resource management; Psychology; Environmental science; Economics; Ecology","authors":[{"name":"Morten Broberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03136412712420211,"gpt":0.2398307569255679,"spread":0.2084666298013658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01851689,0.0004899629,0.0009257579,0.00116258,0.006765164,0.01378503,0.001954572,0.01608833,0.019473],"category_scores_gemma":[0.02243488,0.0002927434,0.0006958999,0.0008262836,0.02115984,0.01541534,0.01045827,0.01081834,0.002291654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005475266,"about_ca_system_score_gemma":0.01955382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00814046,"about_ca_topic_score_gemma":0.01618742,"domain_scores_codex":[0.9927435,0.004323081,0.0002467113,0.0004361779,0.001123608,0.001126894],"domain_scores_gemma":[0.9771902,0.01011993,0.001784427,0.001095763,0.004491764,0.005317977],"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":[0.000167167,0.000307215,0.004522728,0.000881273,0.00007511867,0.0006212561,0.04282393,0.0008137248,0.0008018704,0.4560486,0.3189604,0.1739767],"study_design_scores_gemma":[0.00003657646,0.0001203949,0.004703087,0.003947447,0.00004899263,0.0004700058,0.08528845,0.0005888288,0.0003563649,0.3815376,0.5227739,0.0001284475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004698739,0.01233281,0.001460362,0.9544459,0.001266609,0.00001565449,0.00003231878,0.00004096728,0.02570669],"genre_scores_gemma":[0.578008,0.08975978,0.007491751,0.3017187,0.003959245,0.000249574,0.0001665159,0.000119314,0.01852714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.019473,"threshold_uncertainty_score":0.09792781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345816376","doi":"10.1017/s1867299x00005328","title":"Harmonizing Car Emissions, Air Quality, and Fuel Quality Standards in the Wake of the VW Scandal","year":2016,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Truck; Surprise; Heavy duty; Flexibility (engineering); Business; Quality (philosophy); Air quality index; Quarter (Canadian coin); Duty; Transport engineering; Aeronautics; Environmental science; Meteorology; Engineering; Automotive engineering; Economics; Geography; Political science; Law","authors":[{"name":"Nicolás de Sadeleer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03534670679066181,"gpt":0.2763376900833376,"spread":0.2409909832926758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02137452,0.000526048,0.0004997529,0.001172187,0.001649814,0.00671228,0.0021595,0.006061262,0.001768618],"category_scores_gemma":[0.01566908,0.0002644216,0.0006186562,0.00102836,0.003255385,0.00450413,0.00519036,0.004573273,0.001037921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003213428,"about_ca_system_score_gemma":0.009824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996251,"about_ca_topic_score_gemma":0.01453047,"domain_scores_codex":[0.9829178,0.003816552,0.0008411451,0.001473708,0.009289736,0.001661081],"domain_scores_gemma":[0.9898359,0.001115524,0.0006925179,0.001018699,0.006564439,0.0007729317],"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":[0.0002930237,0.0006794059,0.01704434,0.0008761184,0.0001031544,0.0006584692,0.003428538,0.01489278,0.01348495,0.3929874,0.2309,0.3246519],"study_design_scores_gemma":[0.00003753317,0.0004863709,0.02339554,0.00128492,0.00005840084,0.0003022765,0.004873839,0.005831096,0.006842903,0.08883786,0.8678886,0.0001607734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2098943,0.03019275,0.07531468,0.3532251,0.01402452,0.0002891892,0.0009632455,0.001783208,0.3143131],"genre_scores_gemma":[0.8293205,0.01165037,0.0382848,0.07229926,0.002754605,0.0002014396,0.001574984,0.0006624007,0.04325166],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02137452,"threshold_uncertainty_score":0.1130406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123186016","doi":"10.1017/err.2020.110","title":"Piecemeal Transparency: An Appraisal of Regulation (EU) No. 2019/1381 on the Transparency and Sustainability of the EU Risk Assessment in the Food Chain","year":2021,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Agricultural safety and regulations","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Transparency (behavior); Obligation; Accounting; Business; European union; Audit; European commission; Political science; Risk assessment; Sustainability; Public administration; Law; Economics; International trade; Management","authors":[{"name":"Blánaid NÍ CHEARNAIGH","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01550991011197719,"gpt":0.2337915437270686,"spread":0.2182816336150914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.1808759,0.001075357,0.001443603,0.006479313,0.006657692,0.03172995,0.004328858,0.02483024,0.002707049],"category_scores_gemma":[0.2833833,0.0007938369,0.004164138,0.004887477,0.01959638,0.01903423,0.01320932,0.02152896,0.0005047794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01750123,"about_ca_system_score_gemma":0.04582655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02005788,"about_ca_topic_score_gemma":0.01162641,"domain_scores_codex":[0.7035641,0.09411206,0.02181939,0.009179797,0.1573015,0.01402323],"domain_scores_gemma":[0.6457473,0.2373278,0.02874099,0.01473378,0.06901359,0.004436552],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002653114,0.0001365547,0.00262736,0.002162126,0.0001199439,0.0007765939,0.01501042,0.002042071,0.001558974,0.8719257,0.0473332,0.0560417],"study_design_scores_gemma":[0.0001769375,0.0008542639,0.02193691,0.014476,0.0005123553,0.0009040151,0.01878175,0.00320692,0.003897985,0.2086361,0.7260123,0.0006045049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06942813,0.04229986,0.03008012,0.4698572,0.01198972,0.001679168,0.0009316324,0.0004365178,0.3732977],"genre_scores_gemma":[0.7473761,0.01429147,0.02582378,0.1862349,0.00472844,0.001117686,0.0005990434,0.0004233695,0.01940523],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9682701,"threshold_uncertainty_score":0.9565746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412946091","doi":"10.1017/err.2025.10020","title":"On Regulating Downstream AI Developers","year":2025,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Downstream (manufacturing); Upstream (networking); Risk analysis (engineering); Upstream and downstream (DNA); Computer science; Business; Computer security; Marketing","authors":[{"name":"Sophie Williams","is_ca":true},{"name":"Jonas Schuett","is_ca":true},{"name":"Markus Anderljung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01052921002962098,"gpt":0.2230765090182291,"spread":0.2125472989886081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06986442,0.001098377,0.0005990861,0.002892528,0.007733053,0.01151963,0.005865555,0.01396739,0.01104351],"category_scores_gemma":[0.1956378,0.0009197456,0.001008426,0.001125032,0.01450903,0.01051307,0.01259141,0.0185347,0.00386141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007628152,"about_ca_system_score_gemma":0.01826767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008223869,"about_ca_topic_score_gemma":0.006290569,"domain_scores_codex":[0.9165087,0.03792172,0.004233984,0.009385369,0.02638811,0.005562055],"domain_scores_gemma":[0.7225897,0.1428142,0.01638947,0.03763815,0.07286996,0.007698465],"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":[0.0000744112,0.0003198773,0.009918897,0.0001735074,0.00004785002,0.0008859835,0.01179335,0.003608129,0.00350934,0.8608431,0.04054095,0.06828452],"study_design_scores_gemma":[0.00009831801,0.0001952434,0.003715591,0.001603165,0.0001292388,0.0007800589,0.006174951,0.01872471,0.009472996,0.5546896,0.404207,0.0002092644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07155261,0.002161051,0.2179036,0.214225,0.001709794,0.0007639549,0.0001260451,0.00110032,0.4904577],"genre_scores_gemma":[0.8031381,0.001200848,0.05675371,0.07460202,0.0008288315,0.0009682617,0.000144032,0.0005097683,0.06185434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06986442,"threshold_uncertainty_score":0.3694828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2522349529","doi":"10.1017/s1867299x0000564x","title":"Food Safety Regulation in TTIP: Much Ado About Nothing?","year":2016,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Transatlantic Trade and Investment Partnership; International trade; Food safety; Negotiation; Business; Transparency (behavior); General partnership; Multilateral trade negotiations; International economics; Trade barrier; Political science; Free trade; Economics; Law; Finance","authors":[{"name":"Alan Matthews","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01071485782266047,"gpt":0.2339904934457359,"spread":0.2232756356230754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02144415,0.0004199501,0.0005847912,0.0008976583,0.004463025,0.01449347,0.002674027,0.03103837,0.005218328],"category_scores_gemma":[0.03410779,0.0003803629,0.001001065,0.001097712,0.02541021,0.01545828,0.006705306,0.03114111,0.001298887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005148291,"about_ca_system_score_gemma":0.007220865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00691091,"about_ca_topic_score_gemma":0.004466467,"domain_scores_codex":[0.9798557,0.006756997,0.0008768098,0.002219483,0.008690158,0.001600895],"domain_scores_gemma":[0.9741145,0.01718297,0.00131509,0.002672534,0.003700268,0.001014604],"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":[0.00002950956,0.00003851184,0.0004492173,0.000116001,0.00001523024,0.0001651573,0.002603738,0.000228815,0.0004995897,0.9259399,0.05107844,0.01883589],"study_design_scores_gemma":[0.00001900242,0.00005461734,0.0006988035,0.0006637599,0.00002335932,0.000289023,0.002286964,0.0005650826,0.0006583484,0.3856409,0.6090369,0.00006315587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009738258,0.009758977,0.0106555,0.7533057,0.006289121,0.00004005059,0.00008252623,0.0001212369,0.2100087],"genre_scores_gemma":[0.2398535,0.004995928,0.004311818,0.7024678,0.004817912,0.0001299062,0.00008416342,0.0001463347,0.04319258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03103837,"threshold_uncertainty_score":0.1134089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2615102651","doi":"10.1017/s1867299x00000362","title":"World at Risk, edited by Ulrich Beck. English Edition, Translated by Ciaran Cronin. Cambridge/UK and Malden/MA: Polity Press, 2009, 269 pp., $24.95, Paperback.","year":2010,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Globalization and Cultural Identity","field":"Social Sciences","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 Guelph","funders":"","keywords":"Polity; Section (typography); Library science; Classics; Political science; Law; History; Computer science; Business; Advertising","authors":[{"name":"Melissa Gabler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006968707084348056,"gpt":0.2276132566730242,"spread":0.2206445495886761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006254772,0.001694628,0.001140825,0.001929797,0.000925652,0.003868978,0.0006570826,0.001351713,0.02750295],"category_scores_gemma":[0.002268724,0.0009099173,0.0004797925,0.002496601,0.001228397,0.00377923,0.001158354,0.003014501,0.01636485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583792,"about_ca_system_score_gemma":0.003711403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00779886,"about_ca_topic_score_gemma":0.01389369,"domain_scores_codex":[0.9996153,0.00007919061,0.00003124667,0.00006524899,0.0001743107,0.00003463861],"domain_scores_gemma":[0.9995496,0.0001733371,0.00006117515,0.00002457574,0.0001359038,0.00005536939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002213491,0.0000234402,0.0001782449,0.000704796,0.0000132779,0.00008221356,0.0007769147,0.0001593709,0.0001847763,0.01344904,0.8506926,0.1337132],"study_design_scores_gemma":[0.000005733682,0.00001240029,0.001249098,0.001611418,0.000008141336,0.0003533599,0.0006735699,0.00006653272,0.00008362496,0.01177204,0.9841494,0.00001466844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007559866,0.8860445,0.001406899,0.01770941,0.009575259,0.00003239635,0.000764179,0.0001443062,0.08356693],"genre_scores_gemma":[0.01210986,0.8016709,0.003054016,0.004789152,0.00261255,0.00009217586,0.0008342732,0.000231934,0.1746051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02750295,"threshold_uncertainty_score":0.09200656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414590081","doi":"10.1017/err.2025.10053","title":"Could Pharmacopoeial Reference Standards Serve as a Platform to Enhance the Quality and Safety Control Systems of European Food Supplement Businesses?","year":2025,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Agricultural safety and regulations","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Cambridge","keywords":"Quality (philosophy); Legislation; Food safety; Control (management); Pharmacopoeia; Compromise; Compliance (psychology); Good manufacturing practice","authors":[{"name":"Roman Warda","is_ca":false},{"name":"Kai Purnhagen","is_ca":false},{"name":"Milica Molitorisová","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02503849387367223,"gpt":0.2960794093327459,"spread":0.2710409154590737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08036369,0.0004150364,0.0005424047,0.004097268,0.002566495,0.008522416,0.003024126,0.00363018,0.003508748],"category_scores_gemma":[0.07904407,0.0003863285,0.0008147726,0.003295452,0.005793497,0.004459298,0.003090749,0.002625425,0.0009010401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01210378,"about_ca_system_score_gemma":0.03647952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1290237,"about_ca_topic_score_gemma":0.117929,"domain_scores_codex":[0.9333326,0.02375871,0.003665217,0.003895829,0.03221687,0.003130757],"domain_scores_gemma":[0.8869922,0.02567256,0.01116432,0.01354101,0.06092089,0.00170902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000789686,0.001166104,0.0785748,0.001515283,0.0001688112,0.0009169368,0.01109087,0.004899479,0.02978734,0.3599788,0.04730155,0.4638104],"study_design_scores_gemma":[0.0001568877,0.00124322,0.1629659,0.003676177,0.0003093681,0.0008343803,0.01171256,0.005536298,0.0370465,0.03793569,0.7382239,0.0003590914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2823342,0.01208157,0.07451202,0.08974588,0.001623953,0.001702337,0.001619126,0.0009237182,0.5354573],"genre_scores_gemma":[0.9068929,0.002033453,0.05630166,0.01294083,0.0001934347,0.0003151437,0.0007870303,0.0001105084,0.02042501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1290237,"threshold_uncertainty_score":0.4250089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W117636528","doi":"10.1017/s1867299x00006723","title":"Precautionary Tales – Missing the Problem and its Cause","year":2013,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"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":"Subject (documents); Political science; Environmental ethics; Law and economics; History; Epistemology; Genealogy; Sociology; Philosophy; Computer science; Library science","authors":[{"name":"Bill Durodié","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02627449997905243,"gpt":0.2715099662053207,"spread":0.2452354662262683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006697795,0.0009114475,0.00100689,0.002814538,0.004608548,0.008315735,0.001933089,0.00496892,0.004952355],"category_scores_gemma":[0.01521346,0.0003163639,0.0006952251,0.00194328,0.03635542,0.01771552,0.0042636,0.01103351,0.001070139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332937,"about_ca_system_score_gemma":0.003516616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001866535,"about_ca_topic_score_gemma":0.002939246,"domain_scores_codex":[0.9953305,0.001721545,0.0001984499,0.0004448958,0.001955182,0.0003494396],"domain_scores_gemma":[0.9866567,0.009604387,0.0007320153,0.0009238902,0.001647002,0.0004360296],"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":[0.0000201245,0.00001773971,0.0002183853,0.0002621384,0.00002215207,0.00007647907,0.002655922,0.0002836647,0.0001418131,0.9311867,0.03923953,0.02587529],"study_design_scores_gemma":[0.000005021907,0.00002368683,0.0004033156,0.0004728296,0.000008821593,0.000107188,0.002850114,0.0002074944,0.0002205461,0.8108305,0.1848501,0.00002024761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01047003,0.1955866,0.02614546,0.623438,0.01525364,0.00003975652,0.0001563839,0.0001035327,0.1288066],"genre_scores_gemma":[0.6359622,0.1482354,0.01642313,0.0968469,0.03328451,0.000155555,0.0002145151,0.0004910331,0.0683867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008315735,"threshold_uncertainty_score":0.03542173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2935937035","doi":"10.1017/s1867299x00004827","title":"Regulation of Seal Animal Welfare Risk, Public Morals and Inuit Culture under WTO Law: Between<i>Techne</i>,<i>Oikos</i>and<i>Praxis</i>","year":2015,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"European and International Law Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Praxis; Scholarship; Political science; Law; Law and economics; Environmental ethics; Nexus (standard); Sociology; Engineering","authors":[{"name":"Alexia Herwig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03719042809603065,"gpt":0.2800088315400883,"spread":0.2428184034440577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01074088,0.0001715423,0.0003817554,0.0005462781,0.007090256,0.009652501,0.001227577,0.00495648,0.001669282],"category_scores_gemma":[0.01398057,0.0002869192,0.0003669306,0.000672865,0.02650566,0.004744475,0.005128279,0.005098014,0.0001325883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005293266,"about_ca_system_score_gemma":0.006430841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01956325,"about_ca_topic_score_gemma":0.01986121,"domain_scores_codex":[0.9938198,0.002752886,0.0003293714,0.0006775726,0.001550521,0.0008698918],"domain_scores_gemma":[0.9918615,0.004958727,0.001311159,0.0006227641,0.0009171104,0.0003287813],"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":[0.00001613194,0.0000358973,0.003848858,0.00005155658,0.000009773568,0.0002220461,0.08365659,0.0001891669,0.0006598147,0.9040908,0.001641193,0.005578185],"study_design_scores_gemma":[0.00002754438,0.0002045284,0.03594982,0.001177618,0.0001244387,0.0007804249,0.2775152,0.002916973,0.006006466,0.4602315,0.2148908,0.0001746256],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6442121,0.002445493,0.008869632,0.0727397,0.0002972658,0.00005566881,0.00004276514,0.00002654793,0.2713108],"genre_scores_gemma":[0.9936106,0.0003413154,0.0004903662,0.001740926,0.00003336342,0.00001758868,0.000004630954,0.000006742305,0.003754402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956325,"threshold_uncertainty_score":0.05680388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W95452646","doi":"10.1017/s1867299x00001252","title":"Tobacco Regulation, International Investment Arbitration and the Fragmentation of International Law – The Grand River Enterprises Case","year":2011,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Arbitration; Indigenous; Business; International law; International trade; Criticism; Tobacco industry; International investment; State (computer science); Law; Political science; Foreign direct investment","authors":[{"name":"Benedikt Pirker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01669175787335067,"gpt":0.20969215508828,"spread":0.1930003972149293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01028921,0.0003945175,0.0005599871,0.001048298,0.01093039,0.0125808,0.002153406,0.01376773,0.004963196],"category_scores_gemma":[0.008771489,0.0004906602,0.00100053,0.001538989,0.02837473,0.008688179,0.008145351,0.01121252,0.0004622113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009266437,"about_ca_system_score_gemma":0.007699285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05824439,"about_ca_topic_score_gemma":0.05521288,"domain_scores_codex":[0.9905825,0.003221236,0.0002635395,0.001163485,0.001941525,0.002827714],"domain_scores_gemma":[0.9959213,0.002255341,0.0005608656,0.0004949389,0.0003986242,0.0003689446],"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":[0.000004432648,0.000009689395,0.0003014015,0.000005321917,0.000002427689,0.0001248532,0.001198592,0.00008628143,0.00003911632,0.996163,0.001186188,0.0008787548],"study_design_scores_gemma":[0.0001190168,0.00006898031,0.003665979,0.0004087971,0.00005913302,0.0006777245,0.00703018,0.002030633,0.0008198684,0.773216,0.2118097,0.00009394913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08585573,0.004252378,0.008028434,0.06284507,0.0001993901,0.00008076991,0.00004859303,0.00002941868,0.8386602],"genre_scores_gemma":[0.940511,0.001532545,0.001516598,0.01968414,0.0002468142,0.0002387005,0.000045969,0.00002663343,0.03619767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05824439,"threshold_uncertainty_score":0.1158108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}