{"id":"W4366334169","doi":"10.56372/desleituras.v11i11.165","title":"CINEMATOGRAFIA E EDUCAÇÃO: CONTRIBUIÇÕES PARA O DESENVOLVIMENTO DA LEITURA E DA ESCRITA","year":2023,"lang":"pt","type":"article","venue":"desleituras Literatura Filosofia Cinema e outras artes","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009638668,0.002795538,0.002990349,0.001306136,0.003261715,0.009828039,0.001547718,0.0007107056,0.005548957],"category_scores_gemma":[0.0006591963,0.00223091,0.001479307,0.001706479,0.001511011,0.002942162,0.000649266,0.001757056,0.004139619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118359,"about_ca_system_score_gemma":0.0002517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003828728,"about_ca_topic_score_gemma":0.0003130971,"domain_scores_codex":[0.9887866,0.0006297843,0.002826618,0.002640167,0.001699519,0.003417271],"domain_scores_gemma":[0.9926857,0.001856059,0.0009532449,0.001974992,0.001398047,0.001131964],"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":[0.0004643921,0.0008149161,0.007634664,0.001888441,0.002436265,0.0009416839,0.188597,0.00001423473,0.00255227,0.08417035,0.7088655,0.001620351],"study_design_scores_gemma":[0.004452684,0.0009297277,0.008164,0.003258529,0.001242589,0.0002246425,0.05483193,0.0007696099,0.0006256597,0.003455353,0.9181063,0.003939002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8340209,0.08366402,0.0000183422,0.0281184,0.01728968,0.004616783,0.00660245,0.003140524,0.02252888],"genre_scores_gemma":[0.8548619,0.002120435,0.0001588486,0.002318285,0.0078219,0.0004682025,0.005696548,0.0003232201,0.1262307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2092408,"threshold_uncertainty_score":0.9984777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06794702598337163,"score_gpt":0.2936555084831335,"score_spread":0.2257084824997619,"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."}}