{"id":"W2978702473","doi":"10.11606/issn.2178-0447.ars.2019.158811","title":"Em estado bruto","year":2019,"lang":"pt","type":"article","venue":"ARS (São Paulo)","topic":"Literature, Culture, and Criticism","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Philosophy; Humanities","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":[0.0002130841,0.0005224075,0.0005347364,0.0001180618,0.0005165386,0.00130347,0.0004492801,0.000291555,0.01716497],"category_scores_gemma":[0.00002361187,0.0004316141,0.000343778,0.00009420289,0.00013753,0.0006431194,0.0001262074,0.0006167381,0.01134801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000531733,"about_ca_system_score_gemma":0.00006727695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006753406,"about_ca_topic_score_gemma":0.0005942071,"domain_scores_codex":[0.997424,0.0001148711,0.0005151802,0.0006455303,0.0004744591,0.0008259466],"domain_scores_gemma":[0.9985356,0.0000882311,0.0001362732,0.0007713332,0.0002411158,0.0002274304],"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":[0.00008919213,0.0003937993,0.0005421726,0.0004898171,0.0002582453,0.0001510488,0.2443772,0.000004885737,0.0001648577,0.5023735,0.2480891,0.00306621],"study_design_scores_gemma":[0.001089269,0.0003472016,0.000582308,0.0003033775,0.0001585459,0.00002574009,0.05180532,0.00008004582,0.0001668236,0.007610831,0.937031,0.000799491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6194261,0.007275138,0.00000563762,0.0008221025,0.006606689,0.00069476,0.0003933179,0.0002049602,0.3645714],"genre_scores_gemma":[0.6557484,0.00007579799,0.00001707713,0.004968685,0.0009839244,0.00001390354,0.0001037295,0.00005808963,0.3380304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.688942,"threshold_uncertainty_score":0.9998136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152022487169435,"score_gpt":0.2267289033198105,"score_spread":0.211526654602867,"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."}}