{"id":"W3211414231","doi":"10.32725/eer.2020.015","title":"Montreal magazine Vice Versa: readers' opinions","year":2020,"lang":"fr","type":"article","venue":"Écho des études romanes","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Versa; Art; Psychology; Humanities; Computer science; World Wide Web","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006826871,0.0004971451,0.0005144438,0.00004973373,0.001079279,0.0005719798,0.000330695,0.0001722764,0.002065127],"category_scores_gemma":[0.00006097434,0.0004210463,0.000266545,0.0001526307,0.0008831863,0.0006565615,0.0001643153,0.0003761919,0.001355088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005934071,"about_ca_system_score_gemma":0.00004848872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008808918,"about_ca_topic_score_gemma":0.008227348,"domain_scores_codex":[0.9980603,0.00008956513,0.000405887,0.0005368932,0.0002918411,0.0006154679],"domain_scores_gemma":[0.9990134,0.0001051641,0.0001144396,0.000256822,0.0002317006,0.0002785366],"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":[0.0001027892,0.0002068605,0.000123628,0.0007526969,0.000640525,0.0001699748,0.2118402,0.00001308954,0.0000652254,0.3738782,0.4097924,0.002414524],"study_design_scores_gemma":[0.0006087177,0.0003541341,0.001156318,0.0002991369,0.000318119,0.00002404269,0.0221101,0.00004528549,0.00003156929,0.001067768,0.9734876,0.0004971745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005650348,0.1315556,0.00002199118,0.1233205,0.00319607,0.0005615309,0.0009866919,0.0004690685,0.7342383],"genre_scores_gemma":[0.5327778,0.007862655,0.001043747,0.01260432,0.02037611,0.0001066905,0.0007077734,0.0001875662,0.4243333],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5636953,"threshold_uncertainty_score":0.9998241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301676456710046,"score_gpt":0.238364262996925,"score_spread":0.2053474984298245,"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."}}