{"id":"W4397288989","doi":"10.20873/10.20873-2024-7705","title":"CONDIÇÕES DIFERENTES, DISCURSOS SEMELHANTES","year":2024,"lang":"pt","type":"article","venue":"Porto das Letras.","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Philosophy; Psychology","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003725844,0.0003557,0.0003338284,0.0003288996,0.0005250461,0.002385773,0.0003612129,0.0001079549,0.03004892],"category_scores_gemma":[0.0002318063,0.0002881417,0.0002339633,0.0001541497,0.0003848177,0.000172242,0.0001234697,0.000563362,0.003015273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008317643,"about_ca_system_score_gemma":0.0004804254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008603659,"about_ca_topic_score_gemma":0.0004272047,"domain_scores_codex":[0.9975574,0.00006240469,0.0005319743,0.000579302,0.000555924,0.0007129906],"domain_scores_gemma":[0.9986781,0.0002957815,0.00007070289,0.000410997,0.0002588538,0.0002854946],"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":[0.00001011974,0.0002645988,0.00167596,0.0008314425,0.0003023913,0.000169402,0.02604115,8.476925e-7,0.00004624564,0.4821897,0.4851365,0.003331681],"study_design_scores_gemma":[0.0001298217,0.0001111537,0.0009898376,0.000470065,0.0001260209,0.0000102673,0.006968659,0.0008114522,0.0001227998,0.002704527,0.9871365,0.0004188838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1267108,0.1012222,0.0003107972,0.03226971,0.04511842,0.001623604,0.004071141,0.001050312,0.687623],"genre_scores_gemma":[0.7240157,0.0007997749,0.00000959049,0.0002451834,0.004300569,0.00003411528,0.0003012554,0.00006351151,0.2702303],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5973049,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06163460728607307,"score_gpt":0.3605266065038988,"score_spread":0.2988919992178258,"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."}}