{"id":"W6923532132","doi":"10.14288/1.0348019","title":"Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Distributed ledger; Population; Publishing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001064795,0.0008662716,0.0007371275,0.002918636,0.002922769,0.006711666,0.0008234764,0.002018669,0.4192171],"category_scores_gemma":[0.004871637,0.0005117871,0.0004065979,0.002127894,0.001044953,0.00391766,0.003709358,0.002089656,0.2132201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189946,"about_ca_system_score_gemma":0.003606823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004438078,"about_ca_topic_score_gemma":0.0110228,"domain_scores_codex":[0.9986527,0.0001131335,0.00005826361,0.0002439698,0.0008148701,0.0001170806],"domain_scores_gemma":[0.9973853,0.0002697672,0.0001082843,0.0003716627,0.001092245,0.0007726849],"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":[0.00004216656,0.00002431001,0.0001797031,0.00009414578,0.000004206203,0.0001495388,0.0001162168,0.0001450007,0.0003390827,0.01900735,0.9026841,0.07721421],"study_design_scores_gemma":[0.00000173919,0.00000543106,0.0000909649,0.00002839602,7.46186e-7,0.00004639382,0.00002171678,0.00004080231,0.0001171667,0.0008327824,0.9988103,0.00000356711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003049538,0.0128348,0.005329578,0.01540658,0.03995908,0.00014017,0.002516528,0.003562256,0.9172015],"genre_scores_gemma":[0.004594271,0.002933527,0.0009201831,0.0005389097,0.001882108,0.0000311703,0.000521546,0.0007286262,0.9878497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4192171,"threshold_uncertainty_score":0.8284163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673251411238949,"score_gpt":0.2684806655527833,"score_spread":0.2517481514403938,"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."}}