{"id":"W2602347460","doi":"","title":"Perspectives on Leadership: Interview with ... Ginnie Cooper, Irene Owens, Mark Herring, Peter Northouse","year":2009,"lang":"en","type":"article","venue":"Library and Leadership Management","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Herring; Management; Operations research; Psychology; Sociology; Engineering; Fishery; Economics; Fish <Actinopterygii>; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002148519,0.0005746282,0.0003799111,0.0006619382,0.0003927868,0.001034767,0.0005979023,0.0001068955,0.000977139],"category_scores_gemma":[0.00001471572,0.0004870124,0.0001119995,0.001094231,0.0002043535,0.00450855,0.0002260394,0.0003639109,0.0003896573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002305297,"about_ca_system_score_gemma":0.000008674709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003966921,"about_ca_topic_score_gemma":0.000004755878,"domain_scores_codex":[0.9974338,0.00006348261,0.0003731491,0.0009308672,0.000408003,0.0007907407],"domain_scores_gemma":[0.9990051,0.00004462565,0.0002038993,0.0006431161,0.0000340785,0.00006921391],"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":[0.0006658778,0.001503874,0.008446622,0.003276823,0.0007180335,0.0005315137,0.003411375,0.0002356863,0.00001892731,0.7591529,0.1746606,0.04737771],"study_design_scores_gemma":[0.003186177,0.000429375,0.05013415,0.001070782,0.0005912955,0.00001396257,0.09365233,0.0002878347,0.00006283601,0.001749986,0.8469314,0.001889862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01463327,0.005854034,0.002742819,0.2764941,0.0007532691,0.002972332,0.000009597865,0.003173811,0.6933667],"genre_scores_gemma":[0.8523446,0.0004958652,0.0008820058,0.1071193,0.000862906,0.0000461236,0.00009136961,0.0001243686,0.03803344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8377114,"threshold_uncertainty_score":0.9999361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05358110750684746,"score_gpt":0.205452929493963,"score_spread":0.1518718219871156,"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."}}