{"id":"W4253171218","doi":"10.33137/q.i..v23i2.9269","title":"Preface","year":2002,"lang":"fr","type":"article","venue":"Quaderni d italianistica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003790507,0.0007547287,0.0006282447,0.0001617048,0.0004036746,0.0004020319,0.0007615779,0.0005355441,0.4735741],"category_scores_gemma":[0.0009617474,0.0009105306,0.0003151525,0.0007095851,0.001167206,0.0005288477,0.0001897076,0.0007612246,0.8330073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006215216,"about_ca_system_score_gemma":0.00006247387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002182807,"about_ca_topic_score_gemma":0.00004487361,"domain_scores_codex":[0.9949399,0.000449823,0.0008070554,0.001072048,0.0009448284,0.001786356],"domain_scores_gemma":[0.9969921,0.0003283172,0.0002792469,0.001324474,0.0002032817,0.0008725843],"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":[0.00002841188,0.00153409,0.0004820245,0.0003817487,0.0002568731,0.0006908615,0.001685546,0.00004474545,0.0009360278,0.1089078,0.8699436,0.01510827],"study_design_scores_gemma":[0.0005167481,0.0003434333,0.0005984411,0.0002784503,0.0003833987,0.0003285514,0.0003535599,0.02085233,0.0005779369,0.001872608,0.9728314,0.001063151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002487736,0.04617801,0.001281505,0.01300444,0.004328758,0.0007609592,0.002040244,0.0007982179,0.9291201],"genre_scores_gemma":[0.4344931,0.0002694959,0.003184684,0.0004506791,0.001044771,0.00003140053,0.00003483586,0.000347321,0.5601437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4320054,"threshold_uncertainty_score":0.9993345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821896433763652,"score_gpt":0.2708251184817989,"score_spread":0.2226061541441624,"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."}}