{"id":"W3098333229","doi":"","title":"Relações entre produção científica e indicadores de matrículas no censo escolar em Porto Velho-RO no contexto da inclusão","year":2020,"lang":"pt","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Physics; Sociology","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008467882,0.0003600789,0.0005042441,0.0005501548,0.00274559,0.003289438,0.001180637,0.0008618998,0.001502089],"category_scores_gemma":[0.01117627,0.0003288963,0.000131457,0.001344221,0.0007037823,0.005186839,0.001056185,0.002092648,0.006450725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006932204,"about_ca_system_score_gemma":0.003486702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405902,"about_ca_topic_score_gemma":0.00007095268,"domain_scores_codex":[0.9901471,0.0009950944,0.001569886,0.0004846311,0.005462883,0.001340456],"domain_scores_gemma":[0.9930631,0.0007547219,0.0004104114,0.0003460789,0.004166317,0.001259406],"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":[0.0006528052,0.00008661127,0.01388019,0.001523784,0.000232348,0.00003544925,0.2372626,0.0008874179,0.0001209833,0.07713079,0.6649001,0.003286876],"study_design_scores_gemma":[0.001008006,0.000408907,0.001872976,0.0003197596,0.00001212922,0.00001301693,0.09234957,0.02909283,0.00005058714,0.00003377952,0.8744499,0.0003885226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4295442,0.004091194,0.002332347,0.07704119,0.005027425,0.02335353,0.003959088,0.0006599148,0.4539911],"genre_scores_gemma":[0.9789191,0.00114449,0.0001587065,0.002159222,0.001720962,0.0003199434,0.0003622804,0.00002840169,0.01518685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.549375,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479443451580593,"score_gpt":0.4264858744660557,"score_spread":0.2785415293079965,"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."}}