{"id":"W157156820","doi":"","title":"Manifestations of Critical Thinking in Health and Physical Education Teachers: An Examination of Three Case Studies","year":2011,"lang":"en","type":"article","venue":"Lu Zone Ul (Laurentian University)","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Laurentian University","funders":"","keywords":"Physical education; Critical thinking; Humanities; Pedagogy; Sociology; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004306378,0.00005784227,0.0001259956,0.0002328834,0.0002592485,0.000009273079,0.00009362394,0.00003788798,0.00003380992],"category_scores_gemma":[0.0001861467,0.00006716546,0.00002049319,0.0003335142,0.0004011522,0.0003084594,0.00002793642,0.00008440608,6.904924e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083785,"about_ca_system_score_gemma":0.000386791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326692,"about_ca_topic_score_gemma":0.01447528,"domain_scores_codex":[0.9991372,0.0002762249,0.0001452984,0.0001441632,0.000169083,0.0001280386],"domain_scores_gemma":[0.9994439,0.0001188611,0.00007044835,0.00008095495,0.0001749928,0.0001107996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003691181,0.000548575,0.003046871,0.0000727025,0.00001004178,0.00002880683,0.5480887,2.224435e-7,0.000005765004,0.4373853,0.00001108219,0.0107983],"study_design_scores_gemma":[0.0001655684,0.000100255,0.01166638,0.0001312013,0.00002714713,0.00001544158,0.9602228,0.00001622963,0.00003394456,0.02725522,0.000269491,0.00009634463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929833,0.0001029557,0.000748409,0.0006984192,0.000132593,0.000126609,0.000001829231,0.0000189596,0.005186871],"genre_scores_gemma":[0.9948872,0.00004733149,0.004742282,0.00004042946,0.00002435373,8.230267e-7,0.00000514345,0.000003466515,0.0002489263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4121341,"threshold_uncertainty_score":0.8077544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05866277454824129,"score_gpt":0.3342906452581169,"score_spread":0.2756278707098756,"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."}}