{"id":"W310442767","doi":"10.4148/0146-9282.1142","title":"The Role of High School Experience in College Student Leadership Development","year":2009,"lang":"en","type":"article","venue":"Educational Considerations","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Educational leadership; Quarter (Canadian coin); Leadership development; Psychology; Accidental; Leadership style; Pedagogy; Medical education; Outcome (game theory); Mathematics education; Public relations; Political science; Social psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000480172,0.00006346114,0.00008402672,0.00005994764,0.001245482,0.00006783842,0.000137739,0.00004495687,0.0007245223],"category_scores_gemma":[0.0007289869,0.00005806358,0.00002185865,0.0002414202,0.0001749694,0.0001602491,0.00001095251,0.00008369596,0.00003633264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094445,"about_ca_system_score_gemma":0.003802207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003643996,"about_ca_topic_score_gemma":0.006126377,"domain_scores_codex":[0.9988544,0.0001111457,0.0003040509,0.0001228505,0.0003973599,0.0002102126],"domain_scores_gemma":[0.9991714,0.0004071857,0.0000725326,0.00008181482,0.0001808825,0.00008623277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002400383,0.000111316,0.1429243,4.48872e-7,0.000006201861,3.844741e-7,0.08015223,0.000003355178,0.00002983525,0.7746317,0.001476554,0.0006612541],"study_design_scores_gemma":[0.0000928333,0.000005737716,0.8487167,0.000009526276,0.000001894846,3.285092e-7,0.07665283,4.688371e-7,0.000220268,0.05769454,0.01651865,0.00008622587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223375,0.0003450176,0.000004372048,0.03934699,0.0003493234,0.0003549721,0.000003055037,0.00001623048,0.03724251],"genre_scores_gemma":[0.9943488,0.00001746149,0.001077016,0.0004806513,0.0001342958,0.00007609453,0.000007322511,0.000002521826,0.00385585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7169372,"threshold_uncertainty_score":0.9579365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07918186828300997,"score_gpt":0.3649695173706515,"score_spread":0.2857876490876415,"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."}}