{"id":"W7162129543","doi":"10.82308/36818","title":"Tenure and promotion evaluations: academics' perceptions at Canadian universities' faculties of education","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Perception; Equity (law); Higher education; Ambiguity; Function (biology)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007989367,0.0002064923,0.0004319456,0.003246889,0.006855582,0.005229511,0.0009106411,0.0005869545,0.002807589],"category_scores_gemma":[0.02223262,0.0001932861,0.000349295,0.003607392,0.002865931,0.0009411783,0.002132112,0.001302386,0.0002245889],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02560537,"about_ca_system_score_gemma":0.0342311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7567354,"about_ca_topic_score_gemma":0.8544936,"domain_scores_codex":[0.9925258,0.001068302,0.0003077076,0.0002697656,0.003865372,0.001962958],"domain_scores_gemma":[0.9713647,0.0039655,0.004776206,0.0003672274,0.01063923,0.008887229],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002341875,0.0002114752,0.7097759,0.000210592,0.00004526754,0.0003256091,0.2137451,0.0001956534,0.001844869,0.001975321,0.004102169,0.06733385],"study_design_scores_gemma":[0.00000570588,0.0001201363,0.8243693,0.00008958534,0.00001356839,0.00007233192,0.1669201,0.0001374846,0.0003276096,0.0001342589,0.007762703,0.00004717733],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927436,0.0004085874,0.00006704526,0.0008661207,0.00001681939,0.00001754975,0.00008501797,0.000006809358,0.005788446],"genre_scores_gemma":[0.9982902,0.0002674119,0.00005411153,0.0001004176,0.00001043719,0.000005254634,0.00003791243,0.000002208684,0.00123191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9920107,"threshold_uncertainty_score":0.4893945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432596584741355,"score_gpt":0.497752675054596,"score_spread":0.3544930165804605,"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."}}