{"id":"W4403163211","doi":"10.1002/cjce.25000","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"The Canadian Journal of Chemical Engineering","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002229215,0.0001805885,0.0002089186,0.0003316191,0.00003148836,0.0001935523,0.0002703796,0.0002261996,0.01763266],"category_scores_gemma":[0.00005308076,0.000144456,0.000121927,0.0001443761,0.00002674018,0.0002045031,0.000006719222,0.0009512531,0.04247848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005680607,"about_ca_system_score_gemma":0.0003163578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002661895,"about_ca_topic_score_gemma":0.00003978641,"domain_scores_codex":[0.9991079,0.000007103114,0.0004105011,0.00004254916,0.0002139808,0.0002179746],"domain_scores_gemma":[0.9994209,0.00002474604,0.00005835904,0.00012436,0.00009799397,0.0002736346],"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":[5.549663e-7,2.774833e-7,3.140713e-8,0.0001751891,0.00004674749,0.000002442722,0.0004550883,0.1666359,0.001662712,0.0000062865,0.8301228,0.0008920305],"study_design_scores_gemma":[0.00006830417,0.000006399256,0.000001541862,0.0002793752,0.00004587782,0.00005518018,0.00001112405,0.02709383,0.002323658,0.00001696891,0.9699309,0.0001668704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1040434,0.04583232,0.01482531,0.008132971,0.3598648,0.001849532,0.0008986287,0.0009122218,0.4636409],"genre_scores_gemma":[0.9244308,0.0002575035,0.0005773476,0.0006841726,0.02972201,0.00002914975,0.0003796385,0.0003684188,0.04355091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8203874,"threshold_uncertainty_score":0.9832653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089977936819697,"score_gpt":0.218854779622377,"score_spread":0.2079550002541801,"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."}}