{"id":"W4383896505","doi":"10.36510/learnland.v16i1.1108","title":"Review Board (Vol. 16)","year":2023,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"On board; Engineering; Aerospace engineering","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":[0.02910263,0.001678924,0.003994822,0.006030606,0.002841654,0.01268728,0.005798572,0.02170701,0.1051873],"category_scores_gemma":[0.07214039,0.001864908,0.002842937,0.005294484,0.00250107,0.004675796,0.002477571,0.01176444,0.2079617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007075159,"about_ca_system_score_gemma":0.01742426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004863414,"about_ca_topic_score_gemma":0.007616044,"domain_scores_codex":[0.9775594,0.003529875,0.002322682,0.0031366,0.01172217,0.00172932],"domain_scores_gemma":[0.893445,0.009423146,0.006314072,0.004902575,0.07967599,0.00623916],"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":[0.00002281752,0.00001076938,0.00004575469,0.0004956537,0.00001483624,0.00002143557,0.000006484774,0.00001705264,0.0001022138,0.0007962173,0.9766887,0.02177808],"study_design_scores_gemma":[0.00003088399,0.00001054356,0.0003094696,0.0007352436,0.00001677243,0.00002666674,0.00000448966,0.00002511117,0.0000504233,0.0003593849,0.9984235,0.00000757728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006672289,0.1661958,0.004868895,0.2080248,0.2740771,0.004848768,0.00880934,0.002349239,0.3301588],"genre_scores_gemma":[0.006799632,0.09903533,0.005565912,0.1808023,0.1053751,0.007283689,0.009313638,0.001227745,0.5845966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8948126,"threshold_uncertainty_score":0.3518867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03624306563345051,"score_gpt":0.2273117086279259,"score_spread":0.1910686429944754,"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."}}