{"id":"W6931652227","doi":"10.5281/zenodo.8432703","title":"indico/indico: v3.2.8","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pivotal (Canada)","funders":"","keywords":"Set (abstract data type); Web page; Home page; Window (computing)","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":["insufficient_payload"],"category_scores_codex":[0.003054225,0.002650843,0.002134633,0.003364383,0.0009996217,0.005154435,0.002927772,0.002048983,0.7507855],"category_scores_gemma":[0.02105065,0.001933011,0.002049783,0.003368706,0.0005586633,0.00406756,0.003892415,0.002514641,0.6756814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011887,"about_ca_system_score_gemma":0.00190296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004337783,"about_ca_topic_score_gemma":0.004768508,"domain_scores_codex":[0.9984503,0.0003043085,0.0001607764,0.0002509983,0.0004896854,0.000343893],"domain_scores_gemma":[0.9936258,0.002580686,0.0003139383,0.001157709,0.001673658,0.0006482877],"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":[0.0001505265,0.00002815621,0.0002787861,0.0005188838,0.00001959829,0.00001753057,0.00005415566,0.00007579242,0.0001668802,0.0005405659,0.9903466,0.007802481],"study_design_scores_gemma":[0.0004815303,0.00009072571,0.003274506,0.0004995209,0.00004704387,0.00009344279,0.0001309986,0.001059241,0.002514834,0.005968081,0.9857187,0.0001212325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.001128027,0.0002797879,0.01356844,0.0009456085,0.0007412824,0.0005117176,0.4834733,0.4245257,0.07482616],"genre_scores_gemma":[0.01346363,0.0004732117,0.02510864,0.00147256,0.0003848867,0.00327347,0.4273961,0.4326878,0.09573968],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2492145,"threshold_uncertainty_score":0.3554742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606716018062269,"score_gpt":0.259636928859418,"score_spread":0.2235697686787953,"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."}}