{"id":"W2184529162","doi":"10.36510/learnland.v1i2.256","title":"What Can Sport Expertise Teach Us About Educational Leadership?","year":2008,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Educational leadership; Pace; Variety (cybernetics); Neuroleadership; Psychology; Leadership development; Shared leadership; Leadership studies; Pedagogy; Transactional leadership; Leadership style; Public relations; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001417251,0.0001939448,0.0002971055,0.0008133608,0.000875554,0.002274241,0.0003639322,0.001023174,0.003102567],"category_scores_gemma":[0.005002521,0.00009922698,0.0003065758,0.0003660966,0.002065026,0.00195523,0.0009393065,0.001460412,0.0002347045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008032879,"about_ca_system_score_gemma":0.0006566547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179876,"about_ca_topic_score_gemma":0.003426693,"domain_scores_codex":[0.999472,0.0002965152,0.000006783663,0.00004491853,0.00008799806,0.00009177443],"domain_scores_gemma":[0.9972741,0.001883226,0.0002355805,0.00005170277,0.0001167812,0.0004385575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002367848,0.002717718,0.2225129,0.00109741,0.0001937305,0.001170155,0.04284418,0.001443534,0.00183964,0.08014852,0.01731514,0.6284803],"study_design_scores_gemma":[0.000168712,0.002061504,0.3738778,0.002686835,0.0002797428,0.001968565,0.08707206,0.005372401,0.002081667,0.4498911,0.07443006,0.0001095198],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7708781,0.01632086,0.005993015,0.08640891,0.0006783587,0.00005172331,0.00005359766,0.00005297939,0.1195625],"genre_scores_gemma":[0.9919625,0.004486767,0.0008441616,0.001317883,0.0002272929,0.00001392701,0.00001229703,0.000004198557,0.001130999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003102567,"threshold_uncertainty_score":0.01037914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048430916430453,"score_gpt":0.2949681597401497,"score_spread":0.2544838505758452,"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."}}