{"id":"W7116130280","doi":"10.57745/r4x3pl","title":"cut_in_sharp_CSH.igs","year":2025,"lang":"","type":"dataset","venue":"Recherche Data Gouv France","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; École de Technologie Supérieure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008870199,0.00702392,0.002818407,0.006000683,0.001658598,0.004186677,0.005633956,0.005774484,0.1422502],"category_scores_gemma":[0.006117418,0.001632675,0.003101608,0.008554148,0.001053869,0.002417643,0.002979241,0.002733451,0.2294639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002832328,"about_ca_system_score_gemma":0.003682879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04878367,"about_ca_topic_score_gemma":0.08017311,"domain_scores_codex":[0.9982749,0.0002006264,0.0001232002,0.0005761043,0.0004896891,0.0003354602],"domain_scores_gemma":[0.9975843,0.0005957671,0.0001714595,0.0008385385,0.0005985051,0.0002113633],"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":[0.00006104534,0.00002066616,0.0002410571,0.0005359806,0.00002367797,0.00002079098,0.00001434797,0.0003186558,0.0001173026,0.0004195117,0.9962221,0.002004817],"study_design_scores_gemma":[0.0004553098,0.00004106581,0.002002019,0.0002429339,0.00003955763,0.0001031793,0.00008886938,0.001116985,0.0008854275,0.001975678,0.9929947,0.00005423205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001826699,0.0001383365,0.0001377119,0.0000695461,0.00003832896,0.00001285768,0.9953778,0.00288098,0.001161701],"genre_scores_gemma":[0.000431655,0.00006462052,0.0004835851,0.00003983548,0.000008423191,0.00003701146,0.998004,0.0003049936,0.0006257484],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8577498,"threshold_uncertainty_score":0.4758742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4326650632675584,"score_gpt":0.4806981138258087,"score_spread":0.0480330505582503,"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."}}