{"id":"W4296474352","doi":"10.4000/belphegor.4520","title":"Euronoir","year":2022,"lang":"fr","type":"paratext","venue":"Belphégor","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","insufficient_payload"],"category_scores_codex":[0.0008591252,0.001429201,0.001394387,0.0006859712,0.0009898407,0.0002471127,0.002110821,0.0006951191,0.7470698],"category_scores_gemma":[0.0002550235,0.001790241,0.0007863492,0.001835637,0.0005364504,0.0002617253,0.001879274,0.003030121,0.951426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002239179,"about_ca_system_score_gemma":0.00159558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003951039,"about_ca_topic_score_gemma":0.00006580139,"domain_scores_codex":[0.9920073,0.001414761,0.001151764,0.001922771,0.001535628,0.001967835],"domain_scores_gemma":[0.9958038,0.0002847086,0.000935017,0.002148038,0.000211003,0.0006174311],"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":[0.0001496881,0.0006293852,0.00007605506,0.00039653,0.0003127311,0.0004167897,0.0003944863,0.001218001,0.001544741,0.002714831,0.9864743,0.005672419],"study_design_scores_gemma":[0.001110677,0.0004010473,0.001137908,0.00009930405,0.0004605296,0.0002168185,0.0001431937,0.0002859168,0.0002273712,0.000065549,0.9941121,0.001739525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001802795,0.03977336,0.00004610306,0.0009641978,0.02502391,0.001586002,0.01496376,0.0003719282,0.9154679],"genre_scores_gemma":[0.0041823,0.0006047558,0.000744031,0.0008476236,0.0036527,0.0006408478,0.005776624,0.001447408,0.9821037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2043561,"threshold_uncertainty_score":0.9998458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688881163237506,"score_gpt":0.2913118105501017,"score_spread":0.2544229989177266,"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."}}