{"id":"W1852309927","doi":"","title":"ASSESSING TEACHER DISPOSITIONS USING THE Q-SORT METHOD - Phase 2 - MASTER TEACHERS","year":2014,"lang":"en","type":"article","venue":"","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Psychology; Mathematics education; Process (computing); sort; Phase (matter); Pedagogy; Medical education; Computer science; Medicine; Chemistry","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":[0.006553896,0.0003865328,0.0006034645,0.002537342,0.001151664,0.001211864,0.0006188942,0.0004903727,0.006967674],"category_scores_gemma":[0.01652348,0.0004355602,0.0006473289,0.001362247,0.0006126527,0.000924656,0.001460649,0.0008436104,0.001635872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006805803,"about_ca_system_score_gemma":0.001967293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002735839,"about_ca_topic_score_gemma":0.005122453,"domain_scores_codex":[0.9963258,0.001201957,0.0006417684,0.000348888,0.001169435,0.000312146],"domain_scores_gemma":[0.9876369,0.003547868,0.00217117,0.001480018,0.004598254,0.000565675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001212143,0.001849833,0.6924808,0.0005179143,0.00007699731,0.0001911264,0.02771448,0.001149244,0.02087667,0.004341773,0.007722735,0.2418663],"study_design_scores_gemma":[0.0001751949,0.002838493,0.9421218,0.00009064945,0.0000365665,0.0003172818,0.01567228,0.003217345,0.01298466,0.003833803,0.01860342,0.0001085361],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963286,0.00006284759,0.01847152,0.0002212655,0.0000328725,0.00464349,0.001293847,0.0003125031,0.01167564],"genre_scores_gemma":[0.9368942,0.0001017001,0.0401587,0.0001276333,0.00002022648,0.006991619,0.001644263,0.000101102,0.01396055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006967674,"threshold_uncertainty_score":0.03466076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383885730959351,"score_gpt":0.4673631799500234,"score_spread":0.3289746068540882,"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."}}