{"id":"W4310693649","doi":"10.33137/q.i..v42i2.39689","title":"Introduction","year":2022,"lang":"fr","type":"article","venue":"Quaderni d italianistica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001104909,0.0004654961,0.0004323985,0.0002433732,0.001481551,0.0001948179,0.000629571,0.0001278571,0.6285478],"category_scores_gemma":[0.0005895204,0.0006598429,0.0002389563,0.001100108,0.0006021757,0.0003167553,0.000582449,0.001212362,0.249055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00209211,"about_ca_system_score_gemma":0.0003263591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003410869,"about_ca_topic_score_gemma":0.00001852169,"domain_scores_codex":[0.994761,0.001120817,0.0006631025,0.001072371,0.001232783,0.001149927],"domain_scores_gemma":[0.9980056,0.0001436464,0.000301601,0.00104481,0.0001349805,0.0003693704],"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":[0.0001292543,0.0008925603,0.0001126914,0.0001009153,0.0001390306,0.0002663851,0.0006926865,0.0008919496,0.001673486,0.2222477,0.767692,0.005161421],"study_design_scores_gemma":[0.0003584821,0.0006636605,0.0003231352,0.00001207099,0.0003094871,0.0009899677,0.00265866,0.003382456,0.0003001132,0.004480179,0.9858137,0.0007080231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01210991,0.03357685,0.004018261,0.2857815,0.07815766,0.002415563,0.01404304,0.002053922,0.5678433],"genre_scores_gemma":[0.3966324,0.00003096834,0.00185867,0.0006764797,0.009722109,0.0002343585,0.0006513834,0.0004014736,0.5897921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3845225,"threshold_uncertainty_score":0.9998184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159366108597702,"score_gpt":0.2611889631855381,"score_spread":0.2395953020995611,"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."}}