{"id":"W4411346160","doi":"10.5965/25944630922025e6961","title":"Imagens midiáticas no ensino da arte: reflexões a partir das diretrizes curriculares do Brasil e do Quebec","year":2025,"lang":"pt","type":"article","venue":"Revista de Ensino em Artes Moda e Design","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MIDI; Art; Humanities; Computer science","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004324778,0.0009023403,0.001187551,0.0004491039,0.002164335,0.003887581,0.0009937696,0.0007138432,0.002761118],"category_scores_gemma":[0.00665049,0.0009067542,0.0005313681,0.002060422,0.001151304,0.001379698,0.000203802,0.0009949405,0.001758869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006006999,"about_ca_system_score_gemma":0.003498971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787049,"about_ca_topic_score_gemma":0.0009875423,"domain_scores_codex":[0.9891974,0.005286489,0.001363938,0.001512602,0.001026061,0.001613475],"domain_scores_gemma":[0.9899415,0.005888117,0.0009051067,0.001482993,0.001131851,0.0006504124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009391105,0.002067318,0.01451081,0.001209694,0.001581667,0.0006958062,0.07574536,0.0001796808,0.005420271,0.1237735,0.708509,0.0653678],"study_design_scores_gemma":[0.001220997,0.0003818363,0.009191547,0.002144517,0.002126886,0.00008264221,0.03931205,0.001230713,0.002919098,0.004918816,0.9342316,0.002239293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5838269,0.1968563,0.0316203,0.06874084,0.01164652,0.008428768,0.000395247,0.001975968,0.09650918],"genre_scores_gemma":[0.9532771,0.003646092,0.003160892,0.00236851,0.001168484,0.00008397738,0.00005403079,0.0000895726,0.03615141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3694502,"threshold_uncertainty_score":0.9993383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06688171919285134,"score_gpt":0.4084508020693729,"score_spread":0.3415690828765215,"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."}}