{"id":"W6913003589","doi":"10.5683/sp2/nm7uui","title":"Paula's Picks","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Harm; Action (physics); Perspective (graphical); Product (mathematics)","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":[],"consensus_categories":[],"category_scores_codex":[0.003497285,0.001982462,0.001056637,0.002588803,0.001276739,0.003031519,0.003990345,0.002818526,0.1370622],"category_scores_gemma":[0.02455564,0.0009336905,0.00246736,0.002874774,0.0004923869,0.001853709,0.0027786,0.002703707,0.08659671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002815549,"about_ca_system_score_gemma":0.004714633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.139948,"about_ca_topic_score_gemma":0.2481223,"domain_scores_codex":[0.998007,0.0005626092,0.000171301,0.0004122275,0.0005851961,0.000261671],"domain_scores_gemma":[0.9937088,0.002160379,0.000485423,0.00129588,0.001699865,0.0006495188],"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":[0.00007222749,0.00001097933,0.0008242261,0.0003458832,0.00002974961,0.00001292229,0.00001017145,0.0006646155,0.00001639359,0.0005967225,0.9947672,0.002648979],"study_design_scores_gemma":[0.0004443738,0.00003013876,0.004237433,0.0008755862,0.00007653523,0.00005606261,0.0001098639,0.002026493,0.0002035767,0.004358684,0.9875376,0.00004370664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001444549,0.0001046228,0.0001940243,0.0003423593,0.00009061611,0.00003066183,0.9931035,0.0004313042,0.005558472],"genre_scores_gemma":[0.001891477,0.0001742508,0.001317882,0.0003526255,0.00003951884,0.0002184473,0.9910226,0.0002962963,0.004686949],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.139948,"threshold_uncertainty_score":0.4585188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051167477411156,"score_gpt":0.2793330448026266,"score_spread":0.258821370028515,"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."}}