{"id":"W4367029998","doi":"10.3138/cjpe.0015.007","title":"Critical Perspectives on Educational Evaluation","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Lifeworld; Mainstream; Rationality; Epistemology; Sociology; Critical theory; Critical thinking; Citizen journalism; Postmodernism; Formal education; Engineering ethics; Pedagogy; Social science; Political science; Law; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02338151,0.0001367522,0.0002040753,0.001033584,0.0003331176,0.0005716471,0.0004372085,0.00008565185,0.02416616],"category_scores_gemma":[0.02418508,0.000108263,0.0001511673,0.0009487519,0.0001608438,0.0009372358,0.000007291308,0.0002541711,0.0004219777],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034771,"about_ca_system_score_gemma":0.01053909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001510572,"about_ca_topic_score_gemma":0.004668118,"domain_scores_codex":[0.9927348,0.001049195,0.0008842089,0.0002872429,0.004746827,0.0002977156],"domain_scores_gemma":[0.9867097,0.0008821857,0.0004549813,0.0003314699,0.01107221,0.0005494657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004409645,0.0002058065,0.02576767,0.000001836297,0.0000277936,0.000004041521,0.00319279,0.004017093,0.0000215015,0.01743701,0.01008127,0.9391991],"study_design_scores_gemma":[0.002202716,0.001755569,0.521587,0.0001106398,0.0002627482,0.0002360934,0.01340381,0.1747765,0.00004912387,0.1918594,0.09337318,0.0003832385],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518298,0.002265979,0.001467623,0.06768306,0.003719879,0.002347605,0.00001176571,0.00001742763,0.07065688],"genre_scores_gemma":[0.9966105,0.00001865497,0.001945246,0.000309013,0.0006711849,0.0001139306,0.00001379182,0.000009939595,0.0003077765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9388158,"threshold_uncertainty_score":0.9950702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4664618625561419,"score_gpt":0.6165222477440031,"score_spread":0.1500603851878612,"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."}}