{"id":"W3009908379","doi":"10.1177/0192636520911197","title":"Teacher Performance Appraisal Regulation: A Policy Case Analysis","year":2020,"lang":"en","type":"article","venue":"NASSP Bulletin","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Performance appraisal; Evaluation methods; Policy analysis; Project appraisal; Mathematics education; Computer science; Pedagogy; Management science; Process management; Psychology; Political science; Business; Management; Public administration; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03407424,0.0003959294,0.0007539284,0.003002501,0.01223159,0.00959321,0.002809688,0.007869749,0.003962459],"category_scores_gemma":[0.05541443,0.0009868592,0.0007435335,0.004842805,0.005662424,0.00460089,0.004158457,0.005874281,0.0005257449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05893235,"about_ca_system_score_gemma":0.0612368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3422594,"about_ca_topic_score_gemma":0.2793621,"domain_scores_codex":[0.9564514,0.01903323,0.001858166,0.001871892,0.01219471,0.008590581],"domain_scores_gemma":[0.9230738,0.05587426,0.005507821,0.003137868,0.0105468,0.001859394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003522222,0.001298759,0.03354815,0.0006707764,0.0000689408,0.009797839,0.04071488,0.01563512,0.001906237,0.8529992,0.01632647,0.02668146],"study_design_scores_gemma":[0.0008623907,0.001771597,0.1175681,0.002524375,0.0003949315,0.003760062,0.2493485,0.04664498,0.00943262,0.1286256,0.4384305,0.0006363166],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5963618,0.001676702,0.01864275,0.03915974,0.0002795656,0.003037092,0.000983972,0.0001424013,0.3397161],"genre_scores_gemma":[0.9711534,0.001202014,0.006163923,0.002068313,0.00008195028,0.0013443,0.0001469109,0.00003155095,0.01780742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3422594,"threshold_uncertainty_score":0.6805344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108487725201381,"score_gpt":0.3974657012869247,"score_spread":0.2866169287667866,"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."}}