{"id":"W4407028939","doi":"10.17851/1982-0739.16.1.4-5","title":"APRESENTAÇÃO","year":2010,"lang":"pt","type":"article","venue":"Em Tese","topic":"Literature, Culture, and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0001470772,0.0003116774,0.0002673107,0.00007596227,0.000595408,0.001337502,0.0003751593,0.000227402,0.02402758],"category_scores_gemma":[0.00007817085,0.0002467895,0.0002085602,0.00005726767,0.000240777,0.0003997656,0.00009810382,0.0009251429,0.002330043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000105686,"about_ca_system_score_gemma":0.00003700082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115757,"about_ca_topic_score_gemma":0.001203142,"domain_scores_codex":[0.9984626,0.00004787799,0.0002937983,0.0003703956,0.0003135163,0.0005118759],"domain_scores_gemma":[0.9989055,0.00006909027,0.00006766879,0.0005426409,0.0001951053,0.000220008],"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":[0.00002094363,0.000279196,0.0001891453,0.0000916821,0.00006433155,0.00007801322,0.09863271,9.707715e-8,0.0009364238,0.5491313,0.3484463,0.002129821],"study_design_scores_gemma":[0.0004651105,0.00007844751,0.0003626421,0.00004971353,0.00007003055,0.00002016581,0.00950243,0.00004499827,0.0004491366,0.005938569,0.9826244,0.0003943524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3617214,0.004097732,0.000006300964,0.00218678,0.01466066,0.0004594765,0.0005358117,0.0002742405,0.6160576],"genre_scores_gemma":[0.6853831,0.00001397812,0.00002292903,0.001793689,0.004389433,0.00001396718,0.00005660777,0.00003346997,0.3082927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6341781,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238741718782612,"score_gpt":0.2529820657696219,"score_spread":0.2305946485817958,"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."}}