{"id":"W7117252984","doi":"10.25545/ozx7dp/79iyyu","title":"insuline.zip","year":2025,"lang":"","type":"dataset","venue":"UNB Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","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":[0.0009593039,0.003508554,0.001976019,0.004348695,0.001188598,0.004337595,0.003047913,0.003247033,0.2832367],"category_scores_gemma":[0.006632267,0.001084009,0.001241551,0.007976976,0.0006252406,0.002858569,0.002990255,0.002021557,0.4039873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514505,"about_ca_system_score_gemma":0.001390192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102521,"about_ca_topic_score_gemma":0.01606709,"domain_scores_codex":[0.9989856,0.0001883789,0.00008895114,0.0003733333,0.0001830447,0.0001806402],"domain_scores_gemma":[0.9978642,0.0005683386,0.0001596186,0.0006813007,0.0004487616,0.0002776983],"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":[0.00004885601,0.00001574217,0.000140208,0.0003962955,0.00001020879,0.000006994454,0.00001058893,0.0001008242,0.00006387271,0.000301361,0.9970963,0.00180873],"study_design_scores_gemma":[0.0001930312,0.00002591409,0.0007167448,0.0001666926,0.00001493729,0.00002853855,0.00004445862,0.0003242122,0.0003284111,0.001200097,0.9969364,0.00002052927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008889336,0.0001207528,0.00007294762,0.0001127564,0.00005127673,0.00001478439,0.9956678,0.001343289,0.002527399],"genre_scores_gemma":[0.0004899061,0.0001228025,0.000296923,0.0001504929,0.00002066817,0.00006957569,0.9965014,0.0003635812,0.001984574],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7167633,"threshold_uncertainty_score":0.9475211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426145500507381,"score_gpt":0.2794979600520368,"score_spread":0.265236505046963,"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."}}