{"id":"W4409500599","doi":"10.5006/c2024-21093","title":"Insulations Ageing &amp; CUI Implications – A Comparison of Lab &amp; Field Samples","year":2024,"lang":"en","type":"article","venue":"","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ageing; Field (mathematics); Materials science; Electrical engineering; Metallurgy; Engineering; Internal medicine; Medicine; Mathematics","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":[0.0002770915,0.0001958374,0.0001762033,0.0005038592,0.0003426679,0.0002766652,0.0002250993,0.0003145888,0.001732356],"category_scores_gemma":[0.0005946247,0.00008511479,0.0001822003,0.0003492721,0.0002613722,0.0002100769,0.0002476651,0.0002963064,0.0003646519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750026,"about_ca_system_score_gemma":0.0000960012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130644,"about_ca_topic_score_gemma":0.002649162,"domain_scores_codex":[0.9997554,0.00002844741,0.00001562579,0.00007283306,0.0001050325,0.0000226703],"domain_scores_gemma":[0.9993161,0.00009111039,0.0001245151,0.00006822364,0.0003400019,0.00006010514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001467104,0.000939287,0.07848945,0.0004651254,0.00006575757,0.001301492,0.001787378,0.001642472,0.8731243,0.0003186442,0.001090928,0.03930804],"study_design_scores_gemma":[0.0000337439,0.004883336,0.4222705,0.00007185329,0.0001411015,0.00249276,0.003445909,0.003639414,0.5509605,0.0003717481,0.0116382,0.00005100621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976845,0.0001331923,0.0008224924,0.00001603714,0.00001058716,0.00001773497,0.000281795,0.00003013517,0.001003572],"genre_scores_gemma":[0.9969237,0.0001214101,0.001277473,0.00002121055,0.000008192696,0.00001658436,0.0003129514,0.00001230869,0.001306037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001732356,"threshold_uncertainty_score":0.0057953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09892770368672056,"score_gpt":0.3965786650045346,"score_spread":0.2976509613178141,"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."}}