{"id":"W2263839745","doi":"10.2307/1585869","title":"\"If We're So Smart,...\": A Response to Trevor Gambell and Darryl Hunter","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002071546,0.0001458406,0.0002187005,0.000749295,0.0006657506,0.0002921602,0.0003081746,0.0001304471,0.002868606],"category_scores_gemma":[0.001219181,0.0001685257,0.00007249758,0.000646414,0.0001448977,0.0003643888,0.000003288251,0.0001911808,0.0000853875],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002931399,"about_ca_system_score_gemma":0.02385788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.188705,"about_ca_topic_score_gemma":0.7799561,"domain_scores_codex":[0.9980546,0.0005019258,0.0004958521,0.0002138753,0.0001027094,0.0006310578],"domain_scores_gemma":[0.9958388,0.0001835451,0.0002533126,0.0002704706,0.000564713,0.002889209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005279403,0.00004551935,0.006901346,0.00003732433,0.00002313942,0.000006693205,0.811124,0.00001904711,0.0001133072,0.003794053,0.1179612,0.0599216],"study_design_scores_gemma":[0.0001196464,0.00006564235,0.02865588,0.0001822507,0.00002394577,0.00008849161,0.1148885,0.000002069236,0.00001058886,0.0006156233,0.8551843,0.0001631096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055641,0.0005329449,0.00001366475,0.083629,0.002672459,0.0002613475,0.00002120279,0.000006932908,0.007298391],"genre_scores_gemma":[0.9679586,0.0001113886,0.0002973478,0.002914642,0.002031353,0.00002905182,0.00000758595,0.00002296601,0.02662701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7372231,"threshold_uncertainty_score":0.9980429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321086833133136,"score_gpt":0.3274415053902072,"score_spread":0.2842306370588758,"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."}}