{"id":"W4252804946","doi":"10.25071/0843-4182.28974","title":"Eric Sivry","year":2005,"lang":"fr","type":"article","venue":"LittéRéalité","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.0007911174,0.0005604704,0.0005182732,0.0002001093,0.000200981,0.0001729464,0.0005834062,0.0004328364,0.01146868],"category_scores_gemma":[0.0002197641,0.0006412089,0.000349194,0.001265061,0.0004480758,0.0008334956,0.0002340049,0.0006275099,0.2494403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008213408,"about_ca_system_score_gemma":0.0002247545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005111237,"about_ca_topic_score_gemma":0.0002303959,"domain_scores_codex":[0.9957923,0.0004694214,0.0007724851,0.0007795691,0.0006789223,0.001507315],"domain_scores_gemma":[0.9975613,0.0001770251,0.0002388196,0.001255323,0.0001666961,0.0006007962],"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":[0.0001352532,0.001731639,0.003857206,0.0003988757,0.0003427741,0.0002185161,0.003910123,0.0005518942,0.005047065,0.2364658,0.4489316,0.2984092],"study_design_scores_gemma":[0.0009344166,0.0001086493,0.00733785,0.0002121291,0.0001553809,0.0001835185,0.0001753189,0.001445759,0.002514597,0.002312714,0.9839023,0.000717378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2860177,0.2473656,0.0002485295,0.1000159,0.006708286,0.001062865,0.001725388,0.001450633,0.3554051],"genre_scores_gemma":[0.4077243,0.001107048,0.01386139,0.00472883,0.01222478,0.00006904331,0.0001292333,0.0005546014,0.5596008],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5349706,"threshold_uncertainty_score":0.9996039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054913296652265,"score_gpt":0.2565641910229784,"score_spread":0.2360150580564558,"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."}}