{"id":"W3112415226","doi":"10.5430/ijhe.v10n2p265","title":"Scientific Bases the System of Future Fitness Coaches’ Professional Training in Higher Educational Institutions","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Physical Education and Training Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training system; Context (archaeology); Professional development; Training (meteorology); Professional studies; Higher education; Conceptual framework; Psychology; Engineering ethics; Knowledge management; Sociology; Pedagogy; Medical education; Engineering; Computer science; Political science; Medicine; Social science","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":[0.000539579,0.0001365734,0.0002625327,0.0002370093,0.00039904,0.00003361922,0.0005652641,0.00008219547,0.0007354238],"category_scores_gemma":[0.0002469125,0.00009515127,0.000116973,0.0004991246,0.0002161983,0.0003655425,0.00006721879,0.0006017428,0.00004145764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169728,"about_ca_system_score_gemma":0.005563008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002856296,"about_ca_topic_score_gemma":0.00001199554,"domain_scores_codex":[0.9977007,0.0003105645,0.0009167116,0.0001842112,0.0006940451,0.0001937728],"domain_scores_gemma":[0.9967625,0.0005417772,0.0008740128,0.0001316577,0.001564873,0.0001251838],"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":[0.0002688854,0.001159899,0.07084025,0.0002763725,0.0002931926,0.000003574298,0.07677716,0.0002840633,0.001121851,0.7656047,0.07832146,0.005048598],"study_design_scores_gemma":[0.001125366,0.00005521679,0.6496898,0.001170401,0.00006028008,0.00001171936,0.07499233,0.00005337799,0.00005190268,0.002463849,0.2701468,0.0001789395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6305622,0.0007716692,0.00003314472,0.3044779,0.05256436,0.0003946624,0.00005197327,0.00002279912,0.01112127],"genre_scores_gemma":[0.9876091,0.000009789792,0.0003065325,0.002380748,0.006700253,0.00007399316,0.0000496611,0.00001270271,0.002857148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7631409,"threshold_uncertainty_score":0.9868537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891691761674899,"score_gpt":0.4798417332646862,"score_spread":0.2906725570971963,"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."}}