{"id":"W3089874574","doi":"10.5539/jel.v9n5p277","title":"Investigation of Perceptions Concerning Leadership Roles of Physical Education and Sport Teachers","year":2020,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical education; Psychology; Perception; Scale (ratio); Test (biology); Population; Professional development; Sample (material); Mathematics education; Pedagogy; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002293034,0.00006335774,0.0001514866,0.00008875824,0.0001139788,0.0000422913,0.00004334188,0.0000239964,0.0001947649],"category_scores_gemma":[0.0001644239,0.00005701156,0.00003883156,0.00003590075,0.0001468048,0.0003921428,0.000007148741,0.0002698752,0.000001233576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001190927,"about_ca_system_score_gemma":0.0003073339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003577051,"about_ca_topic_score_gemma":0.00001227998,"domain_scores_codex":[0.9994131,0.00007447093,0.000268776,0.00007229271,0.0001183254,0.00005307735],"domain_scores_gemma":[0.9988682,0.00009556508,0.0006383692,0.00003275885,0.0002764481,0.00008866907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001465338,0.0001102088,0.03125923,0.0001301697,0.00002819117,4.306471e-8,0.9200964,0.00002480485,0.001725156,0.009875747,0.0005819825,0.03615338],"study_design_scores_gemma":[0.0001216711,0.0002358978,0.01875746,0.0001586802,0.00007258066,0.000007217407,0.9455991,0.00007648773,0.0001452506,0.0002043148,0.034557,0.00006431122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876016,0.001654537,0.000008154885,0.007812258,0.0001658189,0.00003760502,4.19755e-7,0.000004402029,0.00271521],"genre_scores_gemma":[0.9977546,0.0002005476,0.0002051141,0.0002756222,0.0008374707,0.000001630119,0.000004724004,0.000007065498,0.0007132563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03608907,"threshold_uncertainty_score":0.2324864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520195587197187,"score_gpt":0.3239684456023329,"score_spread":0.1719488868826142,"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."}}