{"id":"W4385854131","doi":"10.59962/9780774817912","title":"No need of a chief for this band","year":2011,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Editor in chief; Computer science; Management; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005129158,0.0004912983,0.0004209621,0.0006410998,0.01222388,0.00483467,0.0008927687,0.002229381,0.084884],"category_scores_gemma":[0.001486826,0.0004608336,0.0003379949,0.000533703,0.002843687,0.003597674,0.00232539,0.005585508,0.03859918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005050906,"about_ca_system_score_gemma":0.00855952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1225062,"about_ca_topic_score_gemma":0.3989087,"domain_scores_codex":[0.9990402,0.0000952125,0.00002154532,0.0001827908,0.0002957267,0.0003645335],"domain_scores_gemma":[0.9994248,0.00004027956,0.00001886565,0.00004728508,0.0001989605,0.0002698477],"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":[0.00003028589,0.00001859917,0.0002840391,0.00008279825,0.000002509121,0.0001425968,0.003807856,0.00001347446,0.0003224227,0.1054199,0.8490222,0.04085327],"study_design_scores_gemma":[0.000001728947,0.000003871245,0.0001586118,0.00002229163,9.166172e-7,0.00004985111,0.0007531214,0.000004786964,0.00002698702,0.0005394649,0.9984359,0.000002398888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001665467,0.003932815,0.0007018534,0.0206288,0.01190061,0.00005007062,0.000119795,0.0003187103,0.9606819],"genre_scores_gemma":[0.007723191,0.0007894313,0.000382704,0.004398484,0.0004402378,0.00001218509,0.00004741952,0.00007692281,0.9861293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1225062,"threshold_uncertainty_score":0.2839653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845892527652646,"score_gpt":0.3289423041039907,"score_spread":0.2704833788274642,"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."}}