{"id":"W2962857118","doi":"","title":"Dos procedimentos às intervenções: uma proposta de categorização do agir revisório","year":2017,"lang":"pt","type":"article","venue":"","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Political science","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":["insufficient_payload"],"category_scores_codex":[0.00179525,0.0002970666,0.0003293905,0.0001339745,0.002121061,0.002312593,0.00180509,0.0002849596,0.008362196],"category_scores_gemma":[0.001312008,0.0002599464,0.0002088756,0.0002436622,0.000503335,0.0009632274,0.00029338,0.0003603322,0.001503347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004344131,"about_ca_system_score_gemma":0.002549704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01464352,"about_ca_topic_score_gemma":0.003979247,"domain_scores_codex":[0.9971858,0.0002891017,0.0004932517,0.0005416187,0.0005381193,0.0009521098],"domain_scores_gemma":[0.9973754,0.00007164229,0.000566932,0.0009747251,0.0003249966,0.0006862787],"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":[0.00002266697,0.0006083949,0.02083353,0.0003203205,0.0001204032,0.000006534221,0.2203602,2.525969e-7,0.00004751168,0.1899545,0.507572,0.06015367],"study_design_scores_gemma":[0.000774055,0.0002227785,0.008271375,0.0003605537,0.00008563936,0.000009537759,0.07259668,0.0001453286,0.0003737396,0.006860572,0.9095356,0.0007641463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03580372,0.0007547993,0.0002640095,0.159657,0.002427941,0.00163884,0.0000254876,0.0002283559,0.7991999],"genre_scores_gemma":[0.5809413,0.0003161029,0.0001307174,0.001674262,0.001053522,0.00005591374,0.000006904428,0.00002251367,0.4157988],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5451375,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08648363971566835,"score_gpt":0.4380956228294444,"score_spread":0.351611983113776,"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."}}