{"id":"W4256603171","doi":"10.31234/osf.io/zgcu4","title":"The Truth Project","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Innocence; Suspect; Constitution; Cover (algebra); Economic Justice; Law; Psychology; Exclusionary rule; Political science; Sociology; Criminology; Supreme court","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006152651,0.0005704165,0.0005038396,0.002015854,0.002259045,0.007659171,0.001287671,0.002204109,0.3323921],"category_scores_gemma":[0.02472701,0.0003298617,0.0005030538,0.001439999,0.001646274,0.004302596,0.005474363,0.002232843,0.1443717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672593,"about_ca_system_score_gemma":0.005357172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565047,"about_ca_topic_score_gemma":0.001942452,"domain_scores_codex":[0.995357,0.001660993,0.0002098395,0.0006547498,0.001628693,0.0004887758],"domain_scores_gemma":[0.9884493,0.003572014,0.0007965145,0.001739913,0.002282835,0.003159369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001752178,0.00005200036,0.001023161,0.0002120806,0.00001097363,0.0001479953,0.0006418218,0.0001150919,0.0002390463,0.1048877,0.7352219,0.157273],"study_design_scores_gemma":[0.00002183663,0.0000134187,0.0004505073,0.000152872,0.000003927088,0.0001213445,0.00019874,0.0001059608,0.0001667943,0.01273899,0.9860173,0.000008357591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006279845,0.007115841,0.02102147,0.05546292,0.006894752,0.0004877578,0.02452439,0.00803317,0.8701799],"genre_scores_gemma":[0.100461,0.007607142,0.02907586,0.01226755,0.002253945,0.001046514,0.03242364,0.007254954,0.8076094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3323921,"threshold_uncertainty_score":0.9522617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06403180605854562,"score_gpt":0.3938758688489455,"score_spread":0.3298440627903999,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}