{"id":"W4226091868","doi":"10.48209/978-65-89949-75-0","title":"ESCRITA ACADÊMICA CRIATIVA: POR UMA LAPIDAÇÃO DE ROCHEDOS TEÓRICO-METODOLÓGICOS","year":2022,"lang":"pt","type":"book-chapter","venue":"","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Boîte à science","funders":"","keywords":"Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005415172,0.0008019764,0.0008542542,0.000726413,0.003992609,0.0007318305,0.00347244,0.000791948,0.1069774],"category_scores_gemma":[0.001314968,0.00076581,0.0005979693,0.001234825,0.001427531,0.001644233,0.0006394237,0.001466806,0.002662137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145672,"about_ca_system_score_gemma":0.003528127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00435892,"about_ca_topic_score_gemma":0.001099962,"domain_scores_codex":[0.9914499,0.0004716956,0.001065822,0.001918296,0.003242525,0.001851757],"domain_scores_gemma":[0.9960131,0.000793746,0.0007688542,0.00103201,0.0003854824,0.001006821],"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":[0.0000414078,0.0003491612,0.001146483,0.00004218935,0.0000871764,0.00003694401,0.06826328,0.00003056606,0.001356664,0.8380727,0.0519329,0.03864048],"study_design_scores_gemma":[0.0004463662,0.0004486877,0.001671251,0.0001195265,0.0001980653,0.00002793295,0.08548832,0.0008809197,0.0002375609,0.03767083,0.8708265,0.001983974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007373221,0.0005466761,0.0006242651,0.03104191,0.006343887,0.001418226,0.00007468282,0.0002989954,0.9522781],"genre_scores_gemma":[0.2188813,0.001495951,0.001268464,0.004297145,0.001799438,0.0001465442,0.00005361565,0.00008466731,0.7719729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8188937,"threshold_uncertainty_score":0.9994793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131151601908168,"score_gpt":0.3624462637056133,"score_spread":0.2493311035147965,"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."}}