{"id":"W4206164374","doi":"10.31219/osf.io/mfkcg","title":"CMBE","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subspecialty; Specialty; Accreditation; Medical education; Core competency; Delphi method; Competence (human resources); Medicine; Scope of practice; Psychology; Political science; Computer science; Family medicine; Business","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":[0.001851873,0.0009989315,0.0007117765,0.001995227,0.002051784,0.00571356,0.0019232,0.003581693,0.7942234],"category_scores_gemma":[0.007632756,0.0004960603,0.000633317,0.001551845,0.0008805937,0.003368333,0.004776861,0.003012729,0.573977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002760753,"about_ca_system_score_gemma":0.004975757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969835,"about_ca_topic_score_gemma":0.00476393,"domain_scores_codex":[0.9977363,0.0004783847,0.0001571678,0.000460887,0.0008256718,0.0003416147],"domain_scores_gemma":[0.9962497,0.0005543095,0.0001994277,0.0004863333,0.001213721,0.001296486],"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":[0.0001253942,0.00007492043,0.0005128072,0.0004408718,0.00001012912,0.0003753098,0.0001857857,0.0001207992,0.0004531619,0.01701526,0.7975256,0.18316],"study_design_scores_gemma":[0.00001106853,0.00001165572,0.0002580798,0.0001390348,0.000001861295,0.0001930572,0.00007016984,0.00004077737,0.00008716503,0.001505962,0.9976762,0.000004966804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001640641,0.004353421,0.003494648,0.01708084,0.008204985,0.0003250492,0.005261168,0.002017553,0.9576217],"genre_scores_gemma":[0.01256636,0.004308828,0.003640132,0.006243931,0.001513227,0.0003457044,0.005991387,0.00113213,0.9642583],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2057766,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.26652896785509,"score_gpt":0.5365744372103064,"score_spread":0.2700454693552164,"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."}}