{"id":"W2327780403","doi":"10.3821/145.4.cpj153a","title":"Is there no Future in Predictions?","year":2012,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Reading (process); Legislation; Psychology; History; Pharmacy; Law; Political science; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01286384,0.0007238825,0.0008683305,0.001338797,0.004376681,0.01379645,0.001680184,0.004362834,0.01111184],"category_scores_gemma":[0.04588441,0.0006215794,0.0007029584,0.001644524,0.01757916,0.02582863,0.002336604,0.01032619,0.003762857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007117626,"about_ca_system_score_gemma":0.00733791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02098201,"about_ca_topic_score_gemma":0.01970675,"domain_scores_codex":[0.9911547,0.004674561,0.0002889982,0.001046989,0.002200211,0.0006346257],"domain_scores_gemma":[0.9669471,0.02288843,0.001619856,0.001687778,0.005251177,0.001605553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007988355,0.00003412326,0.00216643,0.0003444963,0.0000556797,0.0001961032,0.002858461,0.00099945,0.0001311775,0.7408667,0.192505,0.05976265],"study_design_scores_gemma":[0.00001223069,0.00002293282,0.001183531,0.000752743,0.00002094279,0.0001204955,0.003585238,0.001455027,0.0001573905,0.7514223,0.2412127,0.00005449228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005954365,0.06175437,0.02737299,0.7435965,0.01744007,0.00003044687,0.0004958605,0.000259526,0.1430959],"genre_scores_gemma":[0.6548673,0.0939866,0.02185714,0.1304355,0.03012518,0.0001340853,0.001017877,0.0005802413,0.06699598],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02098201,"threshold_uncertainty_score":0.06803131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294954472706497,"score_gpt":0.431639794657352,"score_spread":0.3021443473867024,"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."}}