{"id":"W4320712794","doi":"10.1080/24745332.2023.2167414","title":"President’s message","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research","keywords":"Political science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004379067,0.0009035371,0.000989783,0.0006223207,0.002656432,0.005578949,0.001354461,0.0206197,0.06957661],"category_scores_gemma":[0.01918526,0.0004478274,0.001293922,0.0004294025,0.001307034,0.003070586,0.001642077,0.02303963,0.04160395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831317,"about_ca_system_score_gemma":0.00745434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916568,"about_ca_topic_score_gemma":0.005490946,"domain_scores_codex":[0.9971354,0.0003200631,0.0001569303,0.0003713229,0.001562305,0.0004540478],"domain_scores_gemma":[0.9910632,0.001298914,0.0003388413,0.0003138351,0.003702416,0.003282782],"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":[0.000009713081,0.00001024301,0.00005814625,0.00001736717,0.00000218979,0.00004443592,0.00001349204,0.000007546628,0.00003141863,0.0006034873,0.9956124,0.003589544],"study_design_scores_gemma":[0.00001572465,0.00002101804,0.0003918536,0.00009691794,0.000005453181,0.0001461731,0.00006814972,0.00003696839,0.00008181758,0.0005112102,0.9986115,0.00001324374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003791027,0.002168031,0.000230261,0.6830612,0.2949896,0.00004118574,0.0002757133,0.0001907056,0.0186642],"genre_scores_gemma":[0.004764646,0.002375541,0.0006454283,0.7708727,0.1107242,0.0001535053,0.0002002919,0.000125278,0.1101385],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06957661,"threshold_uncertainty_score":0.232757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04678411268639236,"score_gpt":0.3100994688682805,"score_spread":0.2633153561818882,"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."}}