{"id":"W4250903083","doi":"10.1038/sj.bdj.2011.18","title":"Expert global alliance to be formed","year":2011,"lang":"en","type":"article","venue":"BDJ","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mitel (Canada)","funders":"","keywords":"Alliance; MEDLINE; Business; Political science; Geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.008528958,0.0006812604,0.0007614248,0.001799029,0.003457676,0.007609548,0.001253346,0.009011785,0.1720223],"category_scores_gemma":[0.02194506,0.0004590813,0.0006122009,0.0009644984,0.001458669,0.00784353,0.00914503,0.006459116,0.07226945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002053229,"about_ca_system_score_gemma":0.0125861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041254,"about_ca_topic_score_gemma":0.00266513,"domain_scores_codex":[0.992717,0.001621469,0.0004928321,0.0008167654,0.002722537,0.001629225],"domain_scores_gemma":[0.9747077,0.002079224,0.001077648,0.002377873,0.007201629,0.01255598],"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":[0.00007846491,0.000181346,0.001372285,0.0001540113,0.00001966487,0.0006421659,0.0007002511,0.0002179812,0.0009556759,0.06167887,0.7892257,0.1447735],"study_design_scores_gemma":[0.00001619869,0.00003908352,0.001539791,0.0002263706,0.000005995762,0.0007374434,0.0007203246,0.0001741214,0.0002389038,0.01806238,0.9782225,0.00001688946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01119915,0.007580561,0.01345773,0.1800262,0.06758275,0.000358059,0.0005958952,0.0008037182,0.7183959],"genre_scores_gemma":[0.04780986,0.001777755,0.005056879,0.03312349,0.00467704,0.0001942508,0.0006101026,0.0003022557,0.9064484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1720223,"threshold_uncertainty_score":0.5754721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1722666530622446,"score_gpt":0.384131811147308,"score_spread":0.2118651580850634,"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."}}