{"id":"W3153418048","doi":"10.37964/cr24735","title":"Building belief: establishing credibility as a medical leader","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Physician Leadership","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credibility; Affect (linguistics); Control (management); Source credibility; Social psychology; Psychology; Component (thermodynamics); Political science; Computer science; Law; Artificial intelligence; Communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001987436,0.000106709,0.0002224266,0.0001397294,0.0005579198,0.0003115693,0.0004594674,0.00015162,0.00162747],"category_scores_gemma":[0.006411129,0.0001143052,0.0001390645,0.0005426003,0.0004928805,0.0004110602,0.00001103642,0.0006470892,0.00005642887],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005007572,"about_ca_system_score_gemma":0.01735499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006367591,"about_ca_topic_score_gemma":0.05316875,"domain_scores_codex":[0.9975929,0.0003914632,0.0003636953,0.0001807906,0.0008601096,0.0006109965],"domain_scores_gemma":[0.9971576,0.0003489889,0.0001161433,0.0001421503,0.0005826239,0.001652547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009930307,0.0001680572,0.008714261,0.0000942896,0.0001309149,0.001220908,0.1195042,0.00001193284,0.0002404686,0.7523323,0.02759851,0.08997417],"study_design_scores_gemma":[0.0006072778,0.00006631755,0.00825501,0.001183415,0.00006659524,0.0001016336,0.2562181,0.00001181573,0.001623904,0.1488195,0.5824813,0.0005652097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3374692,0.003326339,0.001739449,0.546836,0.005823483,0.0001815229,0.00000594966,0.00005222736,0.1045658],"genre_scores_gemma":[0.971401,0.00001301964,0.001943768,0.02363174,0.001891358,0.000001170339,0.000001685817,0.00001387296,0.001102338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6339318,"threshold_uncertainty_score":0.9992852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0993845317225139,"score_gpt":0.3497215651276596,"score_spread":0.2503370334051457,"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."}}