{"id":"W2959666034","doi":"10.3917/gest.053.0042","title":"Sculpter l’écriture","year":2019,"lang":"fr","type":"article","venue":"Gestalt","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008201366,0.0002119042,0.0001937358,0.00003914209,0.00007068557,0.001460415,0.0004133697,0.0001537886,0.0009569199],"category_scores_gemma":[0.000025788,0.0001581448,0.0001307703,0.0002638971,0.00007725524,0.003331635,0.0003112291,0.000221191,0.01081837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004209001,"about_ca_system_score_gemma":0.00008255026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00027321,"about_ca_topic_score_gemma":0.00003193896,"domain_scores_codex":[0.9985855,0.00003276738,0.0001832459,0.0004022583,0.0002724957,0.0005236936],"domain_scores_gemma":[0.9989431,0.00004031561,0.0000574849,0.0005635112,0.0001257491,0.0002698358],"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":[0.000008173677,0.0001661633,0.0005001728,0.0001450667,0.00003567193,0.0002788752,0.003969441,0.00009353647,0.001492537,0.794985,0.1166787,0.08164667],"study_design_scores_gemma":[0.0002924461,0.0002000387,0.005689073,0.0001544094,0.000008363695,0.0002886628,0.00005921343,0.001484921,0.0007906608,0.009009495,0.9816948,0.0003279229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1058998,0.0125454,0.001470658,0.03129468,0.007824864,0.000343907,0.0000270597,0.0001559854,0.8404377],"genre_scores_gemma":[0.471527,0.00009453336,0.0009381135,0.00372674,0.0003354739,0.000001553587,0.000007470468,0.00001226524,0.5233568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8650161,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601729681485448,"score_gpt":0.2885656162642343,"score_spread":0.1283926481156895,"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."}}