{"id":"W6988046810","doi":"","title":"Will they? Won't they?","year":2014,"lang":"en","type":"other","venue":"OAR@UM (University of Malta)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Element (criminal law); Drug industry; Pharmaceutical industry","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":[],"consensus_categories":[],"category_scores_codex":[0.002219543,0.0005171068,0.0004220844,0.0007367855,0.005583887,0.006206413,0.0007538829,0.005215866,0.1047932],"category_scores_gemma":[0.01147264,0.0002535093,0.0004573674,0.0004805104,0.003740805,0.007597441,0.003486309,0.007733189,0.05834347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341925,"about_ca_system_score_gemma":0.003358943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007801004,"about_ca_topic_score_gemma":0.01944456,"domain_scores_codex":[0.9980203,0.0005588583,0.00005646041,0.0002108304,0.0005843178,0.0005692695],"domain_scores_gemma":[0.9954673,0.000487811,0.0001619944,0.0001578954,0.0008530811,0.002871844],"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":[0.0000137223,0.00001471579,0.0002712231,0.0000214781,0.000002122137,0.00008681188,0.0003249566,0.000006276277,0.00003868467,0.008589587,0.9741107,0.01651969],"study_design_scores_gemma":[0.000004302638,0.000008673922,0.0003256647,0.00008442619,0.000001646853,0.0002258072,0.001162119,0.00001042703,0.00004255689,0.002960855,0.9951671,0.000006417157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001823242,0.0101088,0.000554329,0.6967574,0.0321394,0.00003520563,0.0002577138,0.0001985392,0.2581255],"genre_scores_gemma":[0.0211841,0.006581848,0.0003828038,0.2348068,0.007512042,0.00004851961,0.0001637486,0.0002676618,0.7290524],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1047932,"threshold_uncertainty_score":0.3505684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007942715038530689,"score_gpt":0.1815499571369673,"score_spread":0.1736072420984366,"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."}}