{"id":"W4385361406","doi":"10.59962/9780774865784","title":"Able to Lead","year":2021,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lead (geology); Computer science; Business; Geology; Paleontology","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":[0.0004701873,0.0006663117,0.0002963589,0.001432413,0.01642209,0.006487946,0.0005510227,0.001344949,0.07659723],"category_scores_gemma":[0.001248756,0.0003266219,0.0002422626,0.001060159,0.00479514,0.004679054,0.003592121,0.003905365,0.02543789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0148495,"about_ca_system_score_gemma":0.01447989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3755314,"about_ca_topic_score_gemma":0.6966695,"domain_scores_codex":[0.9993049,0.00008470933,0.00000963513,0.0000931792,0.0002923993,0.0002151182],"domain_scores_gemma":[0.9994196,0.00007276932,0.00001627487,0.00003252698,0.000192566,0.0002662654],"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":[0.000008105317,0.00001738093,0.0002444259,0.00003101958,0.00000157447,0.0001156542,0.01059827,0.0000248523,0.00008225183,0.1311431,0.8272993,0.03043411],"study_design_scores_gemma":[5.287575e-7,0.000001011829,0.00008400685,0.00002572119,3.993175e-7,0.00002215568,0.001636432,0.00000472096,0.00001357002,0.001448738,0.9967609,0.00000183286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001359729,0.008010957,0.0003406142,0.01843205,0.003404058,0.00002448784,0.0001163215,0.00009431512,0.9682174],"genre_scores_gemma":[0.009990731,0.002559937,0.0001871216,0.003424744,0.0001717309,0.00001176698,0.00004341976,0.00008073544,0.9835297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6244686,"threshold_uncertainty_score":0.7466911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332825303591302,"score_gpt":0.1794966920563611,"score_spread":0.1661684390204481,"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."}}