{"id":"W2896803478","doi":"10.14244/198271992522","title":"Licenciaturas em Ciências e Educação Inclusiva: a visão dos/as licenciandos/as (Science licensing courses and Inclusive Education: the graduate’s vision)","year":2019,"lang":"en","type":"article","venue":"Revista Eletrônica de Educação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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":[0.005285231,0.0004757045,0.0005470723,0.0004077344,0.004649017,0.002134578,0.001609584,0.0002960168,0.002101014],"category_scores_gemma":[0.006757891,0.0003964054,0.0001852104,0.002504444,0.001486649,0.002085255,0.0005974247,0.001122591,0.001429535],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009119124,"about_ca_system_score_gemma":0.02190492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155024,"about_ca_topic_score_gemma":0.0007622829,"domain_scores_codex":[0.9944832,0.0009561551,0.0006979304,0.001090225,0.00156425,0.00120827],"domain_scores_gemma":[0.9932446,0.002706441,0.0008054609,0.001151985,0.001251533,0.0008399307],"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":[0.0002265483,0.001762845,0.01848294,0.0002350855,0.0001771912,0.00001937319,0.3874631,0.000004262148,0.001995604,0.4196494,0.05290511,0.1170786],"study_design_scores_gemma":[0.0004122051,0.0002219081,0.01920782,0.0004946479,0.0001871493,0.0001664857,0.2548328,0.00001787788,0.0002376598,0.005890211,0.7175119,0.000819298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8659061,0.00555122,0.000008863392,0.05398168,0.002746484,0.001272796,0.000005530016,0.0001387614,0.07038856],"genre_scores_gemma":[0.9762347,0.002369226,0.0004780931,0.01087852,0.001791043,0.00008435598,0.00001205746,0.00005034291,0.008101626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6646068,"threshold_uncertainty_score":0.9998488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186205866186957,"score_gpt":0.4108255227377235,"score_spread":0.3889634640758539,"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."}}