{"id":"W2912405478","doi":"","title":"Pocus 2018 preface","year":2018,"lang":"en","type":"article","venue":"","topic":"Sound Studies and Aurality","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047263,0.0008580937,0.0005374466,0.003014816,0.00235373,0.004049075,0.0007790794,0.001510492,0.1324734],"category_scores_gemma":[0.007537864,0.0002254267,0.0005315345,0.001443651,0.0009791356,0.002357179,0.002253186,0.003504231,0.07035816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002826107,"about_ca_system_score_gemma":0.001537461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003676489,"about_ca_topic_score_gemma":0.004298141,"domain_scores_codex":[0.9992523,0.0001112444,0.00004142794,0.0001713453,0.0003584672,0.00006523748],"domain_scores_gemma":[0.9965129,0.0004696492,0.0001184457,0.0003623099,0.001843144,0.0006934286],"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":[0.00003224553,0.00001324502,0.00008535806,0.0001004944,0.000003139682,0.00005488509,0.00008032693,0.00006909626,0.0002550273,0.01124511,0.9495549,0.03850615],"study_design_scores_gemma":[0.000003061175,0.000007330189,0.0003466299,0.00008860639,0.000001646185,0.00004914368,0.00004578607,0.0000413608,0.0001387879,0.003166543,0.9961061,0.000005017032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001369836,0.01866381,0.004419865,0.04248961,0.6023912,0.0001519772,0.00225125,0.0005858476,0.3276766],"genre_scores_gemma":[0.01836742,0.007980254,0.001356683,0.005178269,0.1643501,0.0001257842,0.001563601,0.0007964591,0.8002813],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1324734,"threshold_uncertainty_score":0.4431677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05062391252773599,"score_gpt":0.3705912622771403,"score_spread":0.3199673497494043,"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."}}