{"id":"W4232004035","doi":"10.36510/learnland.v11i1.915","title":"Review Board","year":2018,"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":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.07258334,0.001496723,0.00461521,0.006325873,0.003992815,0.01304368,0.007071816,0.01806602,0.1555308],"category_scores_gemma":[0.2754121,0.002178199,0.003769073,0.005462626,0.003563989,0.006165633,0.003444447,0.01215255,0.1805688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008409995,"about_ca_system_score_gemma":0.02469364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189021,"about_ca_topic_score_gemma":0.003755662,"domain_scores_codex":[0.9323802,0.02060717,0.01095709,0.007604006,0.02544059,0.003010846],"domain_scores_gemma":[0.4953567,0.03039622,0.02148531,0.02608922,0.4115462,0.01512641],"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":[0.00008263855,0.00001556279,0.00008417432,0.001174204,0.00003691618,0.0000492255,0.00004009332,0.00002104651,0.0001244286,0.0009268151,0.9648555,0.03258933],"study_design_scores_gemma":[0.0001107468,0.00002400815,0.0003135946,0.002973444,0.00005085939,0.0001168569,0.00003356325,0.00005805107,0.0001335968,0.0008095105,0.9953563,0.00001941118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001001037,0.06350275,0.01405181,0.3265001,0.4188458,0.01685443,0.009761149,0.003208783,0.1462742],"genre_scores_gemma":[0.01456357,0.06751766,0.02262271,0.2602754,0.1777969,0.03463683,0.01186017,0.003091374,0.4076355],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8444692,"threshold_uncertainty_score":0.5203023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943807356594459,"score_gpt":0.2717614292501978,"score_spread":0.2523233556842532,"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."}}