{"id":"W4232334819","doi":"10.36510/learnland.v2i2.846","title":"Review Board","year":2009,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Editorial board; Computer science; Library science","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":[0.0490438,0.001768145,0.004105476,0.008965677,0.004006075,0.01136109,0.005431836,0.01931195,0.1681274],"category_scores_gemma":[0.2065274,0.002067712,0.002807151,0.004746283,0.003049555,0.003681365,0.002467419,0.01085019,0.1761111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0072433,"about_ca_system_score_gemma":0.02303603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004059696,"about_ca_topic_score_gemma":0.007976369,"domain_scores_codex":[0.9529493,0.01253431,0.006232024,0.005736555,0.01939399,0.003153817],"domain_scores_gemma":[0.64206,0.02825119,0.01946848,0.02195307,0.2737463,0.0145209],"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":[0.0001016371,0.00002179474,0.0001384197,0.0004921503,0.00002253531,0.00008676797,0.00003115623,0.00001737094,0.0001885247,0.0009069237,0.9740416,0.02395112],"study_design_scores_gemma":[0.0001611742,0.00002970468,0.0008952668,0.001155555,0.0000641896,0.0001754069,0.00005073502,0.000131252,0.0002469193,0.0009195547,0.9961489,0.00002139883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002535315,0.04012541,0.01176635,0.3012058,0.3093208,0.02411204,0.01214195,0.003427351,0.295365],"genre_scores_gemma":[0.01443057,0.01543881,0.01311985,0.1178174,0.09661175,0.0238735,0.008676399,0.001618861,0.7084129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8318726,"threshold_uncertainty_score":0.5624422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293299463278974,"score_gpt":0.2708394456335636,"score_spread":0.2579064510007739,"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."}}