{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004381062,0.0005788404,0.0009552938,0.0009269817,0.0001792919,0.00002210012,0.001621564,0.0007589912,0.02466584],"category_scores_gemma":[0.00003844571,0.0007077,0.0004355537,0.000275642,0.0004226548,0.0002690778,0.0005370672,0.0005232812,0.02904611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870415,"about_ca_system_score_gemma":0.0001515724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005273859,"about_ca_topic_score_gemma":0.0100434,"domain_scores_codex":[0.9973858,0.0002515869,0.0001668571,0.0007998031,0.0007601138,0.0006358219],"domain_scores_gemma":[0.9972978,0.00007518671,0.0008247611,0.001411731,0.0001180725,0.0002725116],"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":[0.000130805,0.0001541676,0.0003534537,0.0002413241,0.0003789977,0.00008399878,0.0007658359,0.00001162625,0.0004836565,0.004834571,0.9898548,0.002706826],"study_design_scores_gemma":[0.001241038,0.0001128511,0.001065778,0.0003770576,0.0003000764,0.000009539764,0.0008086305,0.00006728897,0.000006669613,0.0004326335,0.9948617,0.0007168007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001981975,0.0002531265,0.0004047327,0.0003183133,0.0003832642,0.0004865565,0.0007636603,0.0007706634,0.9946377],"genre_scores_gemma":[0.01573263,0.0001760071,0.002698931,0.00006743161,0.0003573894,3.772565e-7,0.0001639952,0.001115434,0.9796878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0149499,"threshold_uncertainty_score":0.9995374,"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."}}