{"id":"W7052226251","doi":"","title":"Progress in Inches, Miles to Go: A Benchmarking Study of Women’s Senior Leadership in Canada","year":2012,"lang":"en","type":"other","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"IAMGOLD; Goldcorp","keywords":"Benchmarking; Transformational leadership; Higher education; Leadership style; Range (aeronautics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003999605,0.0003273374,0.0005245441,0.003021347,0.009982458,0.004289949,0.001941295,0.0006729439,0.002338013],"category_scores_gemma":[0.01218682,0.0003277305,0.0002937871,0.01042559,0.001975621,0.001276266,0.002765077,0.001111778,0.0003610247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08225668,"about_ca_system_score_gemma":0.1297605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915292,"about_ca_topic_score_gemma":0.9958867,"domain_scores_codex":[0.9949113,0.0005086994,0.0001916703,0.0002824982,0.001966777,0.002139176],"domain_scores_gemma":[0.9829931,0.0009298322,0.00108699,0.0002614102,0.009841101,0.004887514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003581527,0.0003325725,0.7396604,0.0002227773,0.00007647759,0.0003694103,0.1255701,0.0007569899,0.0004626246,0.003330316,0.02184855,0.1070116],"study_design_scores_gemma":[0.000009757548,0.000111911,0.8090609,0.0001208169,0.00001715102,0.00003818905,0.1737733,0.0004827988,0.0001782387,0.0001419721,0.01601964,0.00004531703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853674,0.0004713961,0.0001415123,0.001698435,0.00003563982,0.00007189046,0.0009844125,0.00001950611,0.01120987],"genre_scores_gemma":[0.9956352,0.0003348767,0.0001588984,0.0001722284,0.000004092085,0.00002556841,0.0004534814,0.00001353741,0.003202076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08225668,"threshold_uncertainty_score":0.5968168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260117128603721,"score_gpt":0.1600241051857174,"score_spread":0.1474229338996802,"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."}}