{"id":"W1553742743","doi":"","title":"Personal Construct Psychology for Developing Reflective Teaching in Physical Education: A Story of Decentering 'Self' as Teacher","year":2009,"lang":"en","type":"article","venue":"Revue phénEPS / PHEnex Journal","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Repertory grid; Construct (python library); Pedagogy; Repertoire; Student teacher; Humanities; Psychology; Teacher education; Sociology; Social psychology; Art; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005668468,0.0007114504,0.0004221647,0.001338532,0.007657188,0.007016588,0.001453289,0.003240058,0.001369779],"category_scores_gemma":[0.01251923,0.0005395995,0.0005819965,0.0007046201,0.0320136,0.009654547,0.005618513,0.008331727,0.0004090029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003800367,"about_ca_system_score_gemma":0.002193899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002929008,"about_ca_topic_score_gemma":0.003378584,"domain_scores_codex":[0.9897525,0.00852679,0.0001050261,0.0003302313,0.0007863487,0.0004990168],"domain_scores_gemma":[0.9927099,0.005377837,0.0004830393,0.0005939904,0.0003291747,0.0005060008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002940524,0.00006695215,0.0008936972,0.00009570555,0.000006671241,0.001197077,0.8959814,0.0001714126,0.0008682699,0.08674882,0.002309091,0.01163154],"study_design_scores_gemma":[0.00003565225,0.0003105855,0.002769907,0.0005470918,0.00002108234,0.005076549,0.6112323,0.00173134,0.002983027,0.05012054,0.3251005,0.00007128862],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.533219,0.009043523,0.1813461,0.07185593,0.001940766,0.0004057707,0.00009897316,0.0006797238,0.2014103],"genre_scores_gemma":[0.9682733,0.001455818,0.01439709,0.00212629,0.000146784,0.0001093064,0.00002673902,0.000197726,0.01326692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007657188,"threshold_uncertainty_score":0.02997804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07856976539719243,"score_gpt":0.4709878496101854,"score_spread":0.392418084212993,"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."}}