{"id":"W4309309496","doi":"10.31219/osf.io/c35ju","title":"Drug docking","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Drug; Harm; Addiction; Nicotine; Psychiatry; Pharmacology; Medicine; Psychology; Criminology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002779166,0.000166015,0.0003039374,0.0002173904,0.00224003,0.00003244791,0.0007897312,0.0001011217,0.1135545],"category_scores_gemma":[0.0004924699,0.0001354874,0.0001238488,0.0001916717,0.00009042804,0.0000457217,0.01757924,0.003055038,0.003248784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004611237,"about_ca_system_score_gemma":0.0007225461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533675,"about_ca_topic_score_gemma":0.0002638967,"domain_scores_codex":[0.9965637,0.0008634289,0.0003826089,0.0006023026,0.0009193056,0.0006686451],"domain_scores_gemma":[0.9980902,0.000610069,0.0001783855,0.000804914,0.0001951058,0.0001213021],"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":[0.000006213996,0.00002045015,0.008847219,0.0003863031,0.00005436013,0.00001559053,0.006820782,0.0001249633,0.000004071927,0.003754778,0.9794027,0.0005625777],"study_design_scores_gemma":[0.0001655507,0.000003835717,0.00260548,0.0001152968,0.00001119534,5.145728e-8,0.0296035,0.0001617294,0.000002669994,0.004354596,0.9628056,0.0001705469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02107824,0.0002219837,0.00003931489,0.003725318,0.0113005,0.00134894,0.0001333204,0.0003137648,0.9618386],"genre_scores_gemma":[0.05289641,0.0002571256,0.0006540864,0.0008036016,0.0004269861,0.001055202,0.000103069,0.00002940176,0.9437741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1103057,"threshold_uncertainty_score":0.9992449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2458242695751029,"score_gpt":0.5488631079160821,"score_spread":0.3030388383409792,"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."}}