{"id":"W4392426567","doi":"10.58680/la201424590","title":"Commentaries: Common Core, Rotten Core","year":2014,"lang":"en","type":"article","venue":"Language Arts","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Core (optical fiber); Common core; Psychology; Mathematics education; Pedagogy; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003863614,0.00009008588,0.0001409401,0.0000317064,0.000394947,0.00009052358,0.0002731265,0.00005381954,0.001335303],"category_scores_gemma":[0.00008568809,0.00008305383,0.00004925872,0.0001217868,0.0001477494,0.0001213099,0.00006978487,0.00009375076,0.000273397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004685497,"about_ca_system_score_gemma":0.00001792195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004344537,"about_ca_topic_score_gemma":0.01014694,"domain_scores_codex":[0.9990662,0.00005839008,0.0001230407,0.0001460304,0.0003198108,0.0002864763],"domain_scores_gemma":[0.9993793,0.0002350504,0.00005842714,0.0002046539,0.00002374232,0.00009887668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002544359,0.0001608564,0.530056,0.00001145709,0.00004749141,0.00003165975,0.1840929,0.000001653379,0.0005619627,0.1170881,0.1482449,0.01967765],"study_design_scores_gemma":[0.0008739079,0.00009229381,0.06132566,0.00003090053,0.00003546931,0.000001099408,0.05775402,0.00009127586,0.0001398006,0.0028383,0.8764777,0.0003395373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6902768,0.00008646586,0.00005284846,0.002275392,0.0004063119,0.0001942006,0.000004029278,0.0001362529,0.3065677],"genre_scores_gemma":[0.9900383,0.00001191683,0.0002861697,0.003755975,0.0004674034,0.00001160454,0.00002845944,0.00001035051,0.00538977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7282329,"threshold_uncertainty_score":0.9995776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04165454797447994,"score_gpt":0.3686574893365656,"score_spread":0.3270029413620856,"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."}}