{"id":"W4415045434","doi":"10.7202/1118973ar","title":"Machines romanesques","year":2024,"lang":"fr","type":"article","venue":"Sens public","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Subject (documents); Work (physics); Interpretation (philosophy); Focus (optics)","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001389721,0.000234767,0.0001694109,0.000144085,0.0001251456,0.0122937,0.0003792248,0.0001144529,0.000359591],"category_scores_gemma":[0.00008794166,0.0001658313,0.00013973,0.0008036592,0.0001385518,0.006543774,0.0002917716,0.0002135393,0.002409249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006886888,"about_ca_system_score_gemma":0.000183385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009961952,"about_ca_topic_score_gemma":0.0003141764,"domain_scores_codex":[0.9984435,0.0000561469,0.000216415,0.00045841,0.0002689774,0.0005565046],"domain_scores_gemma":[0.9990262,0.00009286538,0.00002749687,0.0003859484,0.000135005,0.0003324954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.356581e-7,0.00004158686,0.00001232394,0.00007821427,0.00003472636,0.0006824081,0.00107383,0.000003148353,0.0001732434,0.7028455,0.1336089,0.1614458],"study_design_scores_gemma":[0.00004812707,0.00007673702,0.0004758169,0.0001288118,0.00001071175,0.001061598,0.00001830393,0.04171842,0.0001669377,0.03502309,0.9210177,0.0002537445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02044014,0.1035799,0.004233606,0.2211778,0.01370101,0.0001867816,0.00005068369,0.001175978,0.6354541],"genre_scores_gemma":[0.73125,0.0002111572,0.0008377511,0.001409884,0.001461268,0.000002189625,0.00001682116,0.00002095773,0.2647899],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7874088,"threshold_uncertainty_score":0.9983675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2616164236111246,"score_gpt":0.3246420179341052,"score_spread":0.06302559432298055,"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."}}