{"id":"W2954390181","doi":"","title":"AWC 2019 Edmonton Conference Announcement and Call for Papers","year":2019,"lang":"en","type":"paratext","venue":"Canadian acoustics","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001964505,0.0004258705,0.0007564406,0.0005454023,0.0003078544,0.002430044,0.00272971,0.0009962809,0.00236233],"category_scores_gemma":[0.002974211,0.0003563585,0.0001112219,0.0003502329,0.0002021937,0.0004592907,0.0002146598,0.0008211114,0.003264363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005311941,"about_ca_system_score_gemma":0.005104425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03964354,"about_ca_topic_score_gemma":0.0240718,"domain_scores_codex":[0.9960899,0.00009305197,0.0007673961,0.001055059,0.001101754,0.0008928266],"domain_scores_gemma":[0.9955533,0.001113543,0.0004706905,0.000876892,0.0008994099,0.001086207],"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":[0.000009872011,0.000003843669,0.00008912059,0.00003444028,0.00002709005,0.000004379661,0.0001687617,0.0003734856,0.0001149864,0.0001865795,0.987314,0.01167337],"study_design_scores_gemma":[0.0003088839,0.00006197819,0.0008664985,0.00009610097,0.00004757359,0.000005749536,0.0004058806,0.003403196,0.000002612998,0.0004710555,0.9938231,0.0005073738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002651298,0.006239964,0.0176498,0.009624317,0.02678985,0.002954641,0.0292295,0.00003922759,0.9048214],"genre_scores_gemma":[0.06836207,0.0009718749,0.000542067,0.00483872,0.001007976,0.00004506499,0.000986031,0.00005723356,0.923189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06571078,"threshold_uncertainty_score":0.9998888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0718287929101244,"score_gpt":0.3607658428903378,"score_spread":0.2889370499802134,"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."}}