{"id":"W2323879791","doi":"10.3917/pro.304.0088","title":"Note de lecture","year":2008,"lang":"fr","type":"article","venue":"Revue Projet","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004845381,0.0001163852,0.0001705836,0.00001642518,0.0006764471,0.00003557996,0.0003464276,0.0002202171,0.0005272475],"category_scores_gemma":[0.0002586995,0.0001195979,0.0001208273,0.0007692167,0.0007529909,0.0002321189,0.00003910312,0.0002228584,0.0003433076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506263,"about_ca_system_score_gemma":0.0007954981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02563108,"about_ca_topic_score_gemma":0.01021142,"domain_scores_codex":[0.998503,0.0001779454,0.0001497065,0.0002644731,0.0003050565,0.0005997705],"domain_scores_gemma":[0.9994247,0.00008470207,0.0001236557,0.000133004,0.0000560289,0.0001779255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002122429,0.0002617589,0.08291326,0.0001605629,0.00003002595,0.00030759,0.2898318,0.0001557199,0.0001933094,0.1068857,0.2058318,0.3134073],"study_design_scores_gemma":[0.00009598606,0.00004379662,0.0121686,0.0000704191,0.00001294019,0.00003741706,0.0004397866,0.000257555,0.000052148,0.00817479,0.9784573,0.0001892997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2867828,0.04470143,0.003285964,0.372131,0.007842276,0.0007568075,0.00006545569,0.0001768519,0.2842574],"genre_scores_gemma":[0.8547452,0.01000057,0.002670194,0.001303531,0.003947012,0.00001540451,0.000001165203,0.00001436716,0.1273026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7726254,"threshold_uncertainty_score":0.9808573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04394026254849617,"score_gpt":0.3197351312968205,"score_spread":0.2757948687483244,"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."}}