{"id":"W4232480608","doi":"10.36510/learnland.v6i1.865","title":"Review Board","year":2012,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"On board; Geology; Remote sensing","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":[0.05937418,0.001984699,0.0046325,0.009057352,0.004147591,0.01295548,0.005836764,0.0205035,0.1610542],"category_scores_gemma":[0.2536069,0.002302181,0.003241656,0.004929534,0.003471525,0.004126754,0.002876552,0.01201424,0.1642414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007781508,"about_ca_system_score_gemma":0.0252949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003784335,"about_ca_topic_score_gemma":0.007729136,"domain_scores_codex":[0.9442459,0.01660259,0.008003308,0.006746013,0.02083969,0.003562474],"domain_scores_gemma":[0.5951542,0.03567191,0.02536195,0.02679846,0.3009044,0.01610903],"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":[0.0001155276,0.00001923921,0.0001376371,0.000675715,0.00002912949,0.00008081644,0.00003434735,0.00001755101,0.0001581433,0.0008837034,0.9750353,0.02281283],"study_design_scores_gemma":[0.0001976661,0.00002874963,0.0007839525,0.001795604,0.00007732255,0.0001833676,0.00005744179,0.0001224041,0.0002198905,0.001084021,0.9954249,0.00002479858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001980878,0.04579727,0.01106365,0.3290049,0.3452698,0.02432764,0.0126205,0.003173843,0.2267615],"genre_scores_gemma":[0.01575501,0.02117572,0.01578991,0.1697566,0.1299647,0.03350165,0.01071593,0.001958026,0.6013824],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8389458,"threshold_uncertainty_score":0.53878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859826147422432,"score_gpt":0.2777400205330277,"score_spread":0.2591417590588033,"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."}}