{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001660304,0.0002197551,0.0003175173,0.002044638,0.002240662,0.001799349,0.0008547385,0.0002646476,0.001225579],"category_scores_gemma":[0.007235767,0.0001582196,0.0003168466,0.00227347,0.001404291,0.000483637,0.001160404,0.0006958877,0.0001876841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006563205,"about_ca_system_score_gemma":0.007857639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5043523,"about_ca_topic_score_gemma":0.6925218,"domain_scores_codex":[0.9989299,0.0001777157,0.00005144532,0.00007792013,0.0004434392,0.0003194862],"domain_scores_gemma":[0.9945247,0.0007217529,0.0004403227,0.0002682859,0.002815148,0.001229857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004443515,0.0002146097,0.9031045,0.00006192902,0.00005373615,0.000271886,0.04590442,0.0002219405,0.002545273,0.001014024,0.001580117,0.04458323],"study_design_scores_gemma":[0.00001144838,0.0000961929,0.9766516,0.000009125518,0.000006539838,0.00004874284,0.02158282,0.0002672489,0.0003135572,0.0001027831,0.0008981277,0.00001180671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985259,0.00002933044,0.00006154849,0.00003246342,0.000005480909,0.00002220988,0.00006293474,0.000004753375,0.001255339],"genre_scores_gemma":[0.9991936,0.00002828123,0.0001352442,0.00001317597,9.990991e-7,0.00001726526,0.0001713575,0.000004616713,0.0004355318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5043523,"threshold_uncertainty_score":0.9971333,"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."}}