{"id":"W7103179265","doi":"10.57745/dt8qin","title":"5-LITTER_COMPOSITION.tab","year":2025,"lang":"","type":"dataset","venue":"Recherche Data Gouv France","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","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":["metaresearch","metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.0222184,0.00365472,0.003828006,0.001460785,0.001069032,0.001535625,0.03255847,0.007027573,0.003401203],"category_scores_gemma":[0.01550089,0.004389653,0.0006283708,0.008107981,0.001265171,0.003341472,0.01743646,0.01733633,0.04080831],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003615652,"about_ca_system_score_gemma":0.005785697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002125696,"about_ca_topic_score_gemma":0.0003355387,"domain_scores_codex":[0.9643078,0.01717582,0.003791999,0.008683147,0.002709592,0.003331606],"domain_scores_gemma":[0.9444576,0.009368785,0.002267973,0.04186163,0.001077535,0.0009664936],"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":[0.0004099408,0.001750108,0.00003821158,0.003387268,0.001473924,0.0002855713,0.00009608759,0.00002864882,0.0003641995,0.00003842822,0.9654774,0.02665018],"study_design_scores_gemma":[0.002338837,0.000136638,0.0001022671,0.00658162,0.002114072,0.0001154274,0.00005633802,0.003122809,0.0003398549,0.0005216282,0.9808864,0.003684107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001154196,0.03032094,0.006724467,0.001682419,0.005445173,0.002937121,0.9497147,0.000572552,0.002591094],"genre_scores_gemma":[0.000004879625,0.02718669,0.03184096,0.003382223,0.003614917,0.0003703942,0.9178909,0.0003535994,0.01535543],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03740711,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3322632044036734,"score_gpt":0.4501866448189005,"score_spread":0.1179234404152271,"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."}}