{"id":"W2736706996","doi":"10.5539/jel.v6n4p229","title":"Investigation of the Attitudes of Physical Education Teacher Candidates toward Teaching Profession and Sense of Competence in Terms of Some Variables","year":2017,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical education; Competence (human resources); Perception; Psychology; Mathematics education; Pedagogy; Likert scale; Medical education; Social psychology; Medicine","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":[0.001348789,0.00004637383,0.0001520504,0.00009719724,0.0002170008,0.00001179973,0.00009479871,0.00004313623,0.000004261907],"category_scores_gemma":[0.001159393,0.00003237675,0.00002358313,0.00005343522,0.0002044925,0.0003995892,0.00003316317,0.0002466003,3.071894e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000295691,"about_ca_system_score_gemma":0.0006151571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006277183,"about_ca_topic_score_gemma":0.00003461273,"domain_scores_codex":[0.9989733,0.0004140494,0.0002975991,0.00005685533,0.0002055309,0.00005268664],"domain_scores_gemma":[0.9984404,0.0001473544,0.00118587,0.00005675223,0.000139581,0.00003004693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000152974,0.0001226062,0.8723447,0.00009550322,0.000007228525,1.580908e-8,0.08094042,0.000006334637,0.02898888,0.004924903,0.00002756138,0.0125265],"study_design_scores_gemma":[0.0001387152,0.00003311173,0.9754241,0.001207206,0.00001207879,7.109284e-7,0.01799716,0.00004112391,0.003018906,0.002005329,0.00008822702,0.00003334356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978997,0.00008931143,0.00001032022,0.001217553,0.000220196,0.00008554591,2.979849e-7,0.000001046834,0.0004759897],"genre_scores_gemma":[0.9986568,0.00004337804,0.0007231727,0.00001294554,0.00009126121,0.000001314007,0.000001074133,0.000002701117,0.0004673733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030793,"threshold_uncertainty_score":0.1669016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032457877108093,"score_gpt":0.3615889057432636,"score_spread":0.3291310286351706,"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."}}