{"id":"W4247068780","doi":"10.1121/1.2739111.5","title":"10.1121/1.2739111.5","year":2007,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001075919,0.003840984,0.002512899,0.004138063,0.001543971,0.005614813,0.005365838,0.004300182,0.518393],"category_scores_gemma":[0.004311506,0.001677996,0.001443616,0.008381262,0.0006940776,0.003720706,0.003622664,0.00271601,0.7929385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690002,"about_ca_system_score_gemma":0.001771043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135283,"about_ca_topic_score_gemma":0.01909475,"domain_scores_codex":[0.9989799,0.0001112054,0.000111963,0.0003178929,0.0002721116,0.0002069855],"domain_scores_gemma":[0.9985161,0.0002628116,0.00009150907,0.0005400894,0.0003524455,0.0002369548],"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":[0.00003586945,0.00001613685,0.000216511,0.0002315229,0.00001011821,0.00001017581,0.000008185451,0.0001217776,0.00010655,0.0002501224,0.9958865,0.003106462],"study_design_scores_gemma":[0.0001225242,0.00001413112,0.00153918,0.0001626976,0.00001813752,0.00005593435,0.00004318864,0.0004695748,0.000376987,0.001330338,0.9958378,0.00002934211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009783934,0.000137715,0.000219688,0.0001801675,0.000103878,0.0000166338,0.992229,0.00264467,0.004370435],"genre_scores_gemma":[0.0002810773,0.00009859046,0.0003081009,0.00005160273,0.00001214097,0.00004645019,0.9962506,0.0002310712,0.002720438],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.481607,"threshold_uncertainty_score":0.686954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400812241881741,"score_gpt":0.2723379791240053,"score_spread":0.2583298567051878,"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."}}