{"id":"W4398901637","doi":"10.7910/dvn/v1rjpf/iuk93x","title":"ykc20171123_03.txt.gz","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Computer science","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":[0.00155546,0.004035645,0.002727197,0.005573222,0.001542273,0.005521962,0.005314801,0.004354676,0.3060891],"category_scores_gemma":[0.01019419,0.001331987,0.002095813,0.009937737,0.0009699761,0.003378725,0.004223488,0.002598428,0.3760057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024522,"about_ca_system_score_gemma":0.003251125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03658573,"about_ca_topic_score_gemma":0.05089105,"domain_scores_codex":[0.9986209,0.0002786089,0.0001290213,0.0004384709,0.0002434904,0.0002896038],"domain_scores_gemma":[0.9964839,0.00109491,0.0002736093,0.0008601937,0.0008641997,0.0004231562],"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":[0.00003852764,0.000008134833,0.0001678843,0.0005678136,0.00002065369,0.000008376972,0.00001565624,0.0001197827,0.00004887566,0.0003481942,0.9980368,0.0006193217],"study_design_scores_gemma":[0.0003471237,0.00001921399,0.001237051,0.0004286723,0.0000343277,0.00003072273,0.0000781784,0.000287487,0.00025412,0.001883473,0.995358,0.00004158396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002635583,0.00004807905,0.00002900925,0.00006645732,0.00002680994,0.000005042153,0.998847,0.0004170722,0.0005340724],"genre_scores_gemma":[0.0001738296,0.00005612526,0.0001185366,0.00007587254,0.00001110814,0.00004642814,0.9986383,0.0002148985,0.0006648572],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6939108,"threshold_uncertainty_score":0.9897797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653781912315487,"score_gpt":0.2584455024834895,"score_spread":0.2319076833603347,"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."}}