{"id":"W6986635123","doi":"","title":"Properties of vacuum insulation panels: results from experimental investigations at NRC Canada","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permeance; Water vapor; Thermal insulation; Relative humidity; Humidity; Thermal; Core (optical fiber); Enhanced Data Rates for GSM Evolution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006442505,0.0000817536,0.00007555979,0.00001410703,0.00006389296,0.000006778575,0.0001333715,0.00005970168,0.00001856958],"category_scores_gemma":[0.0002640504,0.00007364737,0.00002193478,0.0000388921,0.00005864217,0.000003898386,0.0001192553,0.00005031289,0.0000034186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009362459,"about_ca_system_score_gemma":0.0003092869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03463849,"about_ca_topic_score_gemma":0.02074083,"domain_scores_codex":[0.9993376,0.00002094313,0.000233795,0.000119275,0.0001902208,0.00009821192],"domain_scores_gemma":[0.9994845,0.00000534609,0.000110242,0.000287574,0.0000647281,0.00004755248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004705522,0.00001797996,0.0005814643,0.000007510376,0.0000155596,3.587754e-7,0.0004676553,0.0009638939,0.9971608,0.00006845173,0.000625181,0.00004410038],"study_design_scores_gemma":[0.0006283008,0.0000652693,0.004860961,0.00002283429,0.000005207941,0.000002208968,0.0001567328,0.0004698972,0.9893875,0.0001882271,0.004117385,0.00009549694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958118,0.0000720781,0.00007021219,0.0004608348,0.00007670473,0.00009411977,0.00007716336,0.000007987202,0.003329058],"genre_scores_gemma":[0.9937191,0.000005714788,0.005550587,0.0001717436,0.00005736566,0.000006960436,0.00027305,0.000008669374,0.0002068095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01389766,"threshold_uncertainty_score":0.9971281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163277683247264,"score_gpt":0.2209964848770059,"score_spread":0.2046687165522795,"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."}}