{"id":"W4389437467","doi":"10.36510/learnland.v14i1.1052","title":"Review Board","year":2021,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0507443,0.001363766,0.003958119,0.005680674,0.003458253,0.01197545,0.006321357,0.01919997,0.1737237],"category_scores_gemma":[0.1860649,0.001978261,0.003297715,0.005130737,0.002702652,0.005060918,0.002695425,0.01121676,0.2303826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007749588,"about_ca_system_score_gemma":0.02303902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002910573,"about_ca_topic_score_gemma":0.00491392,"domain_scores_codex":[0.9587495,0.01044527,0.005783353,0.004975603,0.01783138,0.002214835],"domain_scores_gemma":[0.6414024,0.02159563,0.0139917,0.01518902,0.2953247,0.0124965],"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":[0.00004756811,0.00001228716,0.00004776814,0.0005638044,0.00001745192,0.00003081526,0.00001797337,0.00001413887,0.00009296116,0.0006322462,0.9765065,0.02201654],"study_design_scores_gemma":[0.00008193571,0.00001843303,0.000252716,0.001442924,0.00002900913,0.00006302162,0.00001611924,0.00003925287,0.00009356967,0.0005197906,0.9974311,0.00001208559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0008851659,0.05718618,0.0112972,0.2908011,0.376987,0.01460106,0.01266525,0.003772888,0.2318042],"genre_scores_gemma":[0.00887241,0.04871371,0.0148777,0.2127028,0.1381565,0.02352655,0.01267963,0.00241587,0.5380548],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8262763,"threshold_uncertainty_score":0.5811635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878480175097599,"score_gpt":0.262811666783779,"score_spread":0.244026865032803,"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."}}