{"id":"W2182717644","doi":"10.31686/ijier.vol2.iss11.264","title":"Analysis of UPSI Teacher Clinical Experience In Comparative Perspective and Suggestion for New Teacher Clinical Experience Structure","year":2014,"lang":"en","type":"article","venue":"International Journal for Innovation Education and Research","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open access journal; Perspective (graphical); Duration (music); Psychology; Teacher education; Medical education; Clinical supervision; Sociology; Pedagogy; Medicine; Political science; Mathematics; Law; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005393454,0.0001684898,0.0003266674,0.002351014,0.003079267,0.00310782,0.0007446638,0.0005366612,0.003462334],"category_scores_gemma":[0.009902859,0.0002212537,0.0002364429,0.002013458,0.003204394,0.002516613,0.003734575,0.001077795,0.0002120927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004293161,"about_ca_system_score_gemma":0.00392062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004641139,"about_ca_topic_score_gemma":0.01132718,"domain_scores_codex":[0.9950132,0.003066965,0.0002411462,0.0002075898,0.0005139437,0.0009571242],"domain_scores_gemma":[0.9941614,0.002497037,0.000805904,0.000266792,0.001134393,0.001134432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004255781,0.00007618529,0.02292764,0.0001284365,0.000003933941,0.001179115,0.9578671,0.00004837134,0.001391506,0.003239558,0.0003944898,0.01270111],"study_design_scores_gemma":[0.000002283642,0.00006253933,0.01419258,0.00007767071,0.000002212263,0.0003636732,0.9803043,0.00006578985,0.0002915087,0.0002343304,0.004396578,0.000006541069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989166,0.0002757448,0.001128457,0.000749645,0.00003010801,0.00004723519,0.0000234536,0.000009506516,0.008569861],"genre_scores_gemma":[0.9981992,0.0001783942,0.000512582,0.00006412394,0.000004855709,0.00003163033,0.00001790101,0.000003736119,0.0009876573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005393454,"threshold_uncertainty_score":0.03114921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2850895065891846,"score_gpt":0.6438361297980103,"score_spread":0.3587466232088257,"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."}}