{"id":"W2530050587","doi":"10.5007/1807-9288.2016v12n1p171","title":"Gerador de Homeóstatos","year":2016,"lang":"pt","type":"article","venue":"Texto Digital","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Sociology; 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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001383471,0.0001654219,0.0001550403,0.0001085565,0.0002697366,0.001345891,0.0002389547,0.000055625,0.01542209],"category_scores_gemma":[0.0003846362,0.0001104181,0.0001023088,0.00003760318,0.0002912962,0.0002591382,0.00008921597,0.0001019599,0.005935168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254789,"about_ca_system_score_gemma":0.0003296764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007410853,"about_ca_topic_score_gemma":0.00002593474,"domain_scores_codex":[0.9986629,0.00001899367,0.0002367466,0.0002439471,0.0002740462,0.0005633146],"domain_scores_gemma":[0.998951,0.0002227337,0.00005899098,0.000276881,0.0002306077,0.0002598135],"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":[0.00005604237,0.0005365516,0.004983674,0.00009990791,0.000130832,0.00005593113,0.01950645,2.710516e-7,0.00005202402,0.4989437,0.3471282,0.1285064],"study_design_scores_gemma":[0.0003570676,0.0001136418,0.00109061,0.00008542026,0.00001112881,0.000005642963,0.00175047,0.00002013267,0.0000502247,0.008062525,0.9882103,0.0002428797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2633046,0.0005930319,0.0002695334,0.006116843,0.002191206,0.000296761,0.001399762,0.0001340972,0.7256942],"genre_scores_gemma":[0.6601112,0.00004245899,0.000005231737,0.0001432935,0.001572603,0.000009039715,0.00001137518,0.00002406238,0.3380807],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.641082,"threshold_uncertainty_score":0.9996908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08958830483711867,"score_gpt":0.3356298772403429,"score_spread":0.2460415724032243,"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."}}