{"id":"W7132916449","doi":"","title":"Administrator Perceptions of Ontario&apos;s Teacher Performance Appraisal Process","year":2013,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association for the Study of Adult Education","funders":"Office of International Science and Engineering","keywords":"Performance appraisal; Perception; Process (computing); Training (meteorology); Employee Performance Appraisal","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":[0.01306858,0.0001722231,0.0002731344,0.001510088,0.007955068,0.004963604,0.00085531,0.0006087782,0.003131503],"category_scores_gemma":[0.03602906,0.0004511502,0.0002612212,0.002324749,0.003280551,0.0009253963,0.001850527,0.001089404,0.0004756085],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05103702,"about_ca_system_score_gemma":0.09299335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8335824,"about_ca_topic_score_gemma":0.9058395,"domain_scores_codex":[0.9788362,0.005870785,0.001276979,0.0007435164,0.009557771,0.003714702],"domain_scores_gemma":[0.9268066,0.01029987,0.0106516,0.001563031,0.03477104,0.01590775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000411885,0.0003085537,0.6720445,0.0004379431,0.00006053556,0.001008113,0.1952333,0.0007387122,0.004419134,0.002967192,0.02518661,0.09718356],"study_design_scores_gemma":[0.00003222589,0.0002869604,0.7777348,0.0002341667,0.00002231603,0.0001966598,0.1545127,0.000640657,0.0007004821,0.0002317069,0.06529465,0.0001126867],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638194,0.0006525748,0.0007054172,0.007788738,0.000118968,0.0001811883,0.0001527601,0.00006217623,0.02651885],"genre_scores_gemma":[0.9946067,0.0005581916,0.0004987177,0.0003940312,0.00002774089,0.00004172403,0.00005165578,0.00001291794,0.003808403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.948963,"threshold_uncertainty_score":0.3703012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194365835996564,"score_gpt":0.4868688697523211,"score_spread":0.3674322861526647,"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."}}