{"id":"W7084149782","doi":"10.64628/aak.vsssymtss","title":"Lire pour guérir","year":2019,"lang":"fr","type":"article","venue":"","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003299076,0.0001559521,0.0001994032,0.00005719927,0.00004190631,0.0003132859,0.0007169211,0.0001256059,0.002502599],"category_scores_gemma":[0.000007651885,0.0001379384,0.0001074711,0.0001965832,0.00002118448,0.0006022048,0.0003117304,0.000173785,0.00666605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002933407,"about_ca_system_score_gemma":0.0001102046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009248357,"about_ca_topic_score_gemma":0.00005959274,"domain_scores_codex":[0.9987992,0.00006738966,0.0002392825,0.0003805875,0.0001747283,0.0003388115],"domain_scores_gemma":[0.9988712,0.00006241081,0.00007245167,0.000800081,0.00008442886,0.0001094502],"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":[3.915277e-7,0.0000452867,0.003886248,0.0000476838,0.00001210251,0.000009314307,0.0001695289,6.240318e-7,0.0002776066,0.6509814,0.23493,0.1096399],"study_design_scores_gemma":[0.0001631215,0.00008120589,0.001911875,0.00009546136,0.000003056901,0.000115459,0.00004329977,0.02243088,0.002213315,0.01208781,0.9606014,0.0002530893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005197614,0.001326903,0.2650358,0.03725254,0.009224832,0.0003336646,0.000002062601,0.000419314,0.6812072],"genre_scores_gemma":[0.4194201,0.00004720474,0.05539656,0.001117189,0.0003204464,0.000007528409,5.446411e-7,0.00001269966,0.5236778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7256714,"threshold_uncertainty_score":0.9984093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440380625870754,"score_gpt":0.2635170918423501,"score_spread":0.2291132855836425,"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."}}