{"id":"W7133050943","doi":"","title":"Investigating Elementary Teachers' Perceptions About and Experiences with Ontario's Teacher Performance Appraisal System","year":2009,"lang":"en","type":"dissertation","venue":"TSpace","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mainstream; Oppression; Perception; Qualitative research; Racism; Sample (material); Qualitative property; Performance appraisal; Interpersonal communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006130973,0.0004092446,0.0003968116,0.0001446962,0.001596512,0.0003162916,0.0003914639,0.0003574434,0.0006991872],"category_scores_gemma":[0.00005107879,0.0003653795,0.00006743101,0.0003168648,0.0002839008,0.0006938595,0.00002128689,0.0008619452,0.00004825626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000450978,"about_ca_system_score_gemma":0.0008933595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1292136,"about_ca_topic_score_gemma":0.5916129,"domain_scores_codex":[0.9975106,0.0001603548,0.0003481455,0.000570142,0.0008064505,0.0006042962],"domain_scores_gemma":[0.9989018,0.00006927571,0.0003318729,0.0002824109,0.0001182067,0.0002964574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003123983,0.0000295084,0.08143046,0.0001205734,0.00003731946,0.000002639411,0.9107884,0.000005793508,0.00005090839,0.00006455216,0.001886523,0.005552066],"study_design_scores_gemma":[0.0002796874,0.0001711327,0.1298698,0.000721232,0.00009024636,0.000005674957,0.8554632,0.00004820462,0.0000534965,0.000001774521,0.01280179,0.0004937052],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106852,0.0004995231,0.000002618455,0.0002095802,0.0004504597,0.0004029417,0.000001819054,0.000185047,0.08756276],"genre_scores_gemma":[0.9432831,0.0001274974,0.0009097772,0.0001031048,0.0009213741,0.000193098,0.0001942444,0.00003771271,0.05423007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4623993,"threshold_uncertainty_score":0.9998798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03760516678253469,"score_gpt":0.3880846342923348,"score_spread":0.3504794675098001,"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."}}