{"id":"W4235055352","doi":"10.7202/pr","title":"Protée","year":2012,"lang":"fr","type":"paratext","venue":"Protée","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001702886,0.001983628,0.001789834,0.0006014741,0.0005000295,0.0004002887,0.00171636,0.002101012,0.1564211],"category_scores_gemma":[0.0003554437,0.002034148,0.0006956483,0.001266673,0.0009371373,0.0009115706,0.0008595184,0.003012652,0.9714121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487342,"about_ca_system_score_gemma":0.001316422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003308702,"about_ca_topic_score_gemma":0.00003817787,"domain_scores_codex":[0.9906334,0.001144306,0.001444496,0.001725555,0.001536877,0.003515325],"domain_scores_gemma":[0.9942623,0.0001564817,0.001364399,0.002313358,0.0006819858,0.001221516],"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":[0.0003041413,0.001528632,0.002005025,0.004367468,0.000632892,0.00004888649,0.001341558,0.00003184423,0.004061366,0.004995961,0.9609759,0.0197063],"study_design_scores_gemma":[0.001174669,0.0002581592,0.0009999644,0.001476124,0.0004859486,0.0002004521,0.00004529096,0.0001413233,0.006582242,0.0003963104,0.9859682,0.002271289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009756104,0.06273655,0.000310508,0.001245786,0.01304709,0.02921172,0.0027816,0.0005836669,0.8891075],"genre_scores_gemma":[0.007570585,0.0003110609,0.004171864,0.0002359579,0.01155129,0.01892835,0.001501802,0.001623351,0.9541057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8149911,"threshold_uncertainty_score":0.9992906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435503719373938,"score_gpt":0.3103072784392289,"score_spread":0.2659522412454895,"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."}}