{"id":"W4233187323","doi":"10.17851/2317-2096.28.3.9-10","title":"Apresentação","year":2018,"lang":"pt","type":"article","venue":"Aletria Revista de Estudos de Literatura","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Materials 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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003313599,0.001443273,0.001520937,0.0009712713,0.0008182679,0.006494781,0.002125308,0.0008503387,0.002164164],"category_scores_gemma":[0.003036066,0.001473658,0.0007994504,0.004954057,0.0009053694,0.0009782321,0.0009082047,0.001815365,0.03187982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001774752,"about_ca_system_score_gemma":0.0008047877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008853779,"about_ca_topic_score_gemma":0.000009789504,"domain_scores_codex":[0.9899145,0.00221066,0.001527694,0.001929835,0.001337648,0.0030797],"domain_scores_gemma":[0.992392,0.0009390722,0.0009202794,0.003152604,0.001195697,0.00140036],"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":[0.002125906,0.001149537,0.1457748,0.0008950743,0.001475482,0.001794565,0.01480727,0.000002680893,0.03641768,0.02688565,0.7621881,0.006483207],"study_design_scores_gemma":[0.004451113,0.001135034,0.03397554,0.001957272,0.000944016,0.000986506,0.0004434921,0.003376933,0.002248148,0.0002833585,0.9481177,0.002080898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914533,0.05946314,0.001593882,0.00337683,0.003425759,0.003851561,0.001550521,0.001339643,0.0108657],"genre_scores_gemma":[0.9683455,0.0002992069,0.002147289,0.00285496,0.006245419,0.0001051629,0.000266017,0.0006146125,0.01912181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1859296,"threshold_uncertainty_score":0.9998317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179190689927654,"score_gpt":0.3036751869038034,"score_spread":0.2818832800045269,"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."}}