{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007608091,0.001110899,0.001684669,0.001708338,0.001738666,0.004026689,0.003045916,0.002168773,0.37576],"category_scores_gemma":[0.004498529,0.0007446042,0.001452502,0.002033929,0.0004616553,0.003059131,0.002765003,0.002115872,0.2897148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004679,"about_ca_system_score_gemma":0.001874513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003786242,"about_ca_topic_score_gemma":0.004521829,"domain_scores_codex":[0.9988154,0.0001275111,0.00006249186,0.0002685261,0.0005362948,0.0001898349],"domain_scores_gemma":[0.9986815,0.0002236002,0.00004434927,0.0004709258,0.0004316416,0.0001479038],"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":[0.0005527771,0.0001893032,0.001807455,0.001085552,0.0001095672,0.0002834388,0.0001307066,0.002996341,0.004743457,0.05646,0.8167403,0.1149012],"study_design_scores_gemma":[0.00009437519,0.00004901698,0.0005842654,0.00009968862,0.0000347432,0.0001855713,0.0000548613,0.004486701,0.00461778,0.0137221,0.9760324,0.00003831919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0110312,0.003801923,0.06438065,0.003893206,0.003697208,0.00103241,0.1810285,0.09462051,0.6365144],"genre_scores_gemma":[0.09050136,0.0049424,0.07029146,0.003729342,0.0005358389,0.0013061,0.3567494,0.02194475,0.4499993],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.62424,"threshold_uncertainty_score":0.8904027,"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."}}