{"id":"W6885978948","doi":"10.1371/journal.pone.0299085.s001","title":"Survey questions.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm reduction; Thematic analysis; Harm; Cannabis; Legalization; Descriptive statistics; Drug education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005086082,0.0008746289,0.0009490394,0.002099323,0.001284235,0.002047872,0.00140883,0.001623991,0.4713157],"category_scores_gemma":[0.01063911,0.0007183241,0.0007032311,0.00302403,0.0002744324,0.00207625,0.001961785,0.001930186,0.2153274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274938,"about_ca_system_score_gemma":0.004456683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006905643,"about_ca_topic_score_gemma":0.00884144,"domain_scores_codex":[0.9976023,0.0007074261,0.0003451827,0.0003429606,0.000591532,0.0004106369],"domain_scores_gemma":[0.9954427,0.00141467,0.0002081597,0.0002985421,0.00223308,0.0004028047],"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":[0.0003323821,0.0006169188,0.005048509,0.00192523,0.00001529315,0.00008196281,0.001553221,0.0002085445,0.0002662505,0.003762165,0.8365141,0.1496754],"study_design_scores_gemma":[0.0001857695,0.0002341309,0.01165217,0.0007922263,0.00001616118,0.00007452519,0.002515648,0.0002566461,0.0002278429,0.001845329,0.9821682,0.00003132642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02045985,0.001420152,0.00846268,0.004442559,0.001696438,0.03030388,0.5108846,0.00245535,0.4198746],"genre_scores_gemma":[0.06277842,0.00441969,0.03968808,0.008675694,0.0005594497,0.1515459,0.2995076,0.001132663,0.4316925],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4713157,"threshold_uncertainty_score":0.754104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08948720309813452,"score_gpt":0.3387338418611542,"score_spread":0.2492466387630197,"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."}}