{"id":"W6894289029","doi":"10.5683/sp3/qzfgvz","title":"Flatrock 2022","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Distribution (mathematics); Work (physics); Term (time); Production (economics)","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":[0.0009050347,0.001651332,0.001119378,0.003643561,0.0006366777,0.001639613,0.001939242,0.001203373,0.06650021],"category_scores_gemma":[0.004076316,0.0006368215,0.0006126089,0.006634629,0.000330472,0.0009448212,0.001213437,0.001018577,0.07323911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178859,"about_ca_system_score_gemma":0.002122653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09042472,"about_ca_topic_score_gemma":0.1644966,"domain_scores_codex":[0.9992954,0.00009840765,0.00006739231,0.0002165766,0.0001878972,0.0001343993],"domain_scores_gemma":[0.9986917,0.0002423949,0.0001784234,0.0002512368,0.0004799025,0.0001562913],"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":[0.00004069406,0.00001111315,0.001566552,0.0003903321,0.00001924612,0.00002678407,0.00003676581,0.0001740007,0.00008523494,0.0004367149,0.9950579,0.00215467],"study_design_scores_gemma":[0.0001144136,0.00001807466,0.009714724,0.0002547649,0.00002316899,0.00004966375,0.0001807081,0.0003143333,0.0002352037,0.0009044084,0.9881633,0.00002729167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001409397,0.00002799873,0.00005079712,0.0000243283,0.00001322255,0.000007722029,0.9987378,0.000141103,0.0008560075],"genre_scores_gemma":[0.0004803731,0.00002909882,0.0002406895,0.00002372401,0.000004253504,0.00005258078,0.9982868,0.00004273903,0.0008396561],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09042472,"threshold_uncertainty_score":0.2224654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424569784434445,"score_gpt":0.288697391243841,"score_spread":0.2644516933994965,"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."}}