{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006376482,0.002163181,0.001706217,0.006025409,0.004387787,0.005142928,0.002127525,0.00281741,0.1546305],"category_scores_gemma":[0.01615086,0.0008495533,0.002097778,0.003355562,0.002066508,0.003603613,0.008371854,0.00590764,0.05925862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003263062,"about_ca_system_score_gemma":0.007653635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01491356,"about_ca_topic_score_gemma":0.01940362,"domain_scores_codex":[0.992183,0.002399556,0.0005281233,0.001176168,0.002507925,0.001205127],"domain_scores_gemma":[0.9915188,0.001687046,0.0005752434,0.001997643,0.002359065,0.001862142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001099867,0.0007774759,0.006006038,0.001511297,0.00008860516,0.001411539,0.001948733,0.000755261,0.002619384,0.05018221,0.378038,0.5555616],"study_design_scores_gemma":[0.00006744074,0.00008455828,0.002731336,0.0002488975,0.00001555119,0.0007641557,0.0002233249,0.0001354167,0.0006741223,0.002536217,0.9924908,0.00002811231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02955071,0.02680371,0.02657118,0.04522333,0.02708143,0.00186652,0.01034955,0.009740747,0.8228128],"genre_scores_gemma":[0.1354238,0.01996577,0.06831907,0.009903269,0.01350249,0.002853964,0.007906237,0.007037121,0.7350883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8453695,"threshold_uncertainty_score":0,"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."}}