{"id":"W1560766134","doi":"","title":"Prototypical Leadership Scale Development: A Comparison of Leadership Prototypes in Canada, China and India","year":2007,"lang":"en","type":"article","venue":"ASAC","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Scale (ratio); Leadership development; China; Leadership style; Management; Political science; Public relations; Geography; Cartography; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003294534,0.00009934155,0.0001770562,0.00009152813,0.00003792003,0.000004472191,0.0001168968,0.00008823395,0.0002888169],"category_scores_gemma":[0.0000139327,0.00009378001,0.00001405616,0.0001805618,0.00008350891,0.0000536687,0.0000127536,0.000245577,0.0000397259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007391545,"about_ca_system_score_gemma":0.000248644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1089265,"about_ca_topic_score_gemma":0.7167411,"domain_scores_codex":[0.9989491,0.00003386385,0.0003372046,0.0001789209,0.0001687016,0.0003322062],"domain_scores_gemma":[0.9996585,0.00007219265,0.0000724221,0.0001059022,0.00002299884,0.00006801156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001905162,0.00009376218,0.9488233,0.00009718954,0.0000133738,0.00000599138,0.008145601,0.000002765554,0.00004459041,0.0006238772,0.0004015361,0.04155743],"study_design_scores_gemma":[0.0002019539,0.00007092423,0.9840859,0.00007455044,0.00000234009,0.000005488148,0.004747703,0.00001738672,0.008909354,0.00006146907,0.001712375,0.0001105406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924545,0.0004962438,0.0001332484,0.0003901517,0.00009689602,0.0006737519,0.000001754516,0.000008622185,0.005744827],"genre_scores_gemma":[0.9987411,0.000001595318,0.0003551739,0.0002360458,0.00003367768,0.00007100836,0.000005835715,0.000008347521,0.0005471675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6078146,"threshold_uncertainty_score":0.8970072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313770851561104,"score_gpt":0.3494124228221966,"score_spread":0.2180353376660862,"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."}}