{"id":"W4385878379","doi":"10.12957/palimpsesto.2023.78473","title":"Expediente","year":2023,"lang":"pt","type":"article","venue":"Palimpsesto","topic":"Health, Education, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade do Minho; Universidade Nova de Lisboa; York University; Universidad de Buenos Aires; Universidad de la República Uruguay; Università di Bologna; Universidade de Lisboa; Universidade da Beira Interior; Universidade de Macau; Northwestern University; Universidad Autónoma Metropolitana; University of Tampa; Université de Lille; Universidade do Porto; Università Ca' Foscari Venezia; University of Pittsburgh; King's College London","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008645654,0.0001742825,0.0002379528,0.0000694781,0.002108916,0.00008996558,0.0002686573,0.0001452296,0.0006472459],"category_scores_gemma":[0.0002930145,0.0001541494,0.000110746,0.001316067,0.0002021347,0.0001778287,0.00004228903,0.0001636275,0.008612831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379639,"about_ca_system_score_gemma":0.0004157732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006483922,"about_ca_topic_score_gemma":0.0159147,"domain_scores_codex":[0.9978014,0.0002801791,0.0002986983,0.00036128,0.0004852081,0.000773214],"domain_scores_gemma":[0.9990285,0.0001972427,0.0001062677,0.0002083973,0.0001491438,0.0003104549],"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":[0.000005929563,0.0000693554,0.01332489,0.00007220461,0.00004026343,0.000006280609,0.4215821,0.000002576211,0.00001715288,0.005859609,0.5519328,0.007086853],"study_design_scores_gemma":[0.00009799461,0.00004262499,0.03965839,0.00003754195,0.00002243122,5.279709e-7,0.1731739,0.00001083051,0.000009909299,0.0003588559,0.7864,0.0001869911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.806895,0.004832578,0.000004361921,0.05555597,0.01035768,0.0006289345,0.00003791742,0.0005483626,0.1211393],"genre_scores_gemma":[0.7060993,0.01657988,0.000007877949,0.0007546277,0.002318048,0.00005518132,0.00002241017,0.00001948082,0.2741432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2484082,"threshold_uncertainty_score":0.9991902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103873392280331,"score_gpt":0.4019312982045563,"score_spread":0.2915439589765232,"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."}}