{"id":"W2029018199","doi":"10.3102/00028312039001069","title":"Perspectives on Alternative Assessment Reform","year":2002,"lang":"en","type":"article","venue":"American Educational Research Journal","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Postmodernism; Bureaucracy; Politics; Perspective (graphical); Context (archaeology); Sociology; Engineering ethics; Political science; Epistemology; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.04003833,0.0007586494,0.0009608407,0.004012223,0.008529187,0.017026,0.004098674,0.01004163,0.00643409],"category_scores_gemma":[0.07192861,0.0006507827,0.001418133,0.003653401,0.05862006,0.02194348,0.01328104,0.01735355,0.0008609663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02083462,"about_ca_system_score_gemma":0.006875818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005682231,"about_ca_topic_score_gemma":0.0037418,"domain_scores_codex":[0.9076715,0.06453434,0.004169822,0.004313162,0.01548534,0.003825904],"domain_scores_gemma":[0.9387895,0.03877175,0.004186283,0.006488748,0.01026823,0.001495461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001130294,0.00002396344,0.0002017057,0.00004159948,0.000002888835,0.00006498177,0.01534413,0.0002230859,0.00005713583,0.975243,0.001504305,0.007281946],"study_design_scores_gemma":[0.0000459472,0.00007350217,0.0007663237,0.0005126375,0.00001245145,0.000371927,0.02255788,0.002411778,0.000507827,0.6475284,0.3251581,0.0000532635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06660753,0.01272694,0.1199167,0.3893433,0.002223474,0.0002860111,0.000130989,0.0002022678,0.4085628],"genre_scores_gemma":[0.9246587,0.0031125,0.02708481,0.01711959,0.001636844,0.0005408992,0.0001040571,0.0001506795,0.02559198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04003833,"threshold_uncertainty_score":0.2117455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4061672703408134,"score_gpt":0.5775806186178005,"score_spread":0.1714133482769871,"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."}}