{"id":"W4396906877","doi":"10.46747/cfp.7005360","title":"Capitalizing on opportunities for progress","year":2024,"lang":"en","type":"editorial","venue":"Canadian Family Physician","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Face (sociological concept); Political science; Term (time); Library science; Computer science; Sociology; Physics; Astronomy; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01211707,0.001771605,0.001240658,0.002490166,0.004522827,0.01823089,0.002226962,0.01227937,0.05938622],"category_scores_gemma":[0.09170541,0.0007988338,0.001297126,0.0008996676,0.005591651,0.0127989,0.005822998,0.02547349,0.03778474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004177802,"about_ca_system_score_gemma":0.01034597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00235394,"about_ca_topic_score_gemma":0.007606579,"domain_scores_codex":[0.9870407,0.00317539,0.0009674534,0.001335651,0.006155437,0.001325448],"domain_scores_gemma":[0.9213772,0.02720277,0.002990854,0.004231781,0.02868468,0.01551272],"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":[0.000007066877,0.000003369273,0.00001209298,0.00007839716,0.000003958156,0.00004770458,0.00005087205,0.00001044117,0.00003025148,0.0018384,0.990523,0.007394354],"study_design_scores_gemma":[0.000008698122,0.000005238857,0.00003910746,0.0002022853,0.000006852452,0.00007039713,0.0000935468,0.00002458249,0.00004654369,0.001672743,0.9978199,0.0000101126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006625554,0.004622064,0.0004946603,0.1973758,0.7781213,0.00003093488,0.00005625233,0.0002710114,0.0189617],"genre_scores_gemma":[0.003464346,0.008706425,0.001018687,0.1532764,0.7777071,0.00005797473,0.00007174705,0.0004745541,0.05522276],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05938622,"threshold_uncertainty_score":0.1986667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06672478458313613,"score_gpt":0.3200861563614214,"score_spread":0.2533613717782853,"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."}}