{"id":"W7100803520","doi":"","title":"READY REFERENCE","year":2015,"lang":"en","type":"article","venue":"","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School district; Multitude; Service (business); School system; Multiculturalism; Public education","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004771455,0.00002480202,0.00002500819,0.00001435852,0.00004770457,0.00003646918,0.00003295087,0.000005342917,0.009627413],"category_scores_gemma":[0.000007439455,0.00001760161,0.000003078373,0.000004222351,0.00002402474,0.00005783675,0.000009755499,0.00001709426,0.005314181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000110175,"about_ca_system_score_gemma":0.00005495246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015957,"about_ca_topic_score_gemma":0.0002521691,"domain_scores_codex":[0.999796,0.000004335508,0.00004914515,0.00004308955,0.00005795949,0.00004942301],"domain_scores_gemma":[0.999804,0.000004397926,0.000008652217,0.00005349199,0.00007798267,0.0000514473],"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":[7.238049e-7,0.000008105578,0.00003499707,2.775849e-7,8.294118e-7,9.675874e-8,0.01277034,3.643544e-8,2.247163e-7,0.6412859,0.3452147,0.0006838029],"study_design_scores_gemma":[0.00004403667,0.000008621896,0.0000611959,6.172025e-7,5.381027e-7,3.05022e-7,0.008376206,0.000002346919,0.00001291678,0.004638498,0.9868199,0.00003485735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004533031,0.00001034179,0.00001328574,0.0009176873,0.0003418273,0.0000198035,8.239628e-7,0.00005533675,0.9941078],"genre_scores_gemma":[0.5063379,9.177808e-7,0.0002687041,0.001153584,0.0001180465,0.000003748031,0.00001143239,0.000001896847,0.4921038],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6416052,"threshold_uncertainty_score":0.9954603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2296210417815558,"score_gpt":0.3030845996413142,"score_spread":0.07346355785975839,"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."}}