{"id":"W2091483462","doi":"10.2310/6620.2004.04019","title":"Interpret Moisture Studies with Care","year":2004,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Moisture; Meteorology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002384255,0.0004316147,0.000540408,0.00009849251,0.0000536999,0.0001168601,0.0003125085,0.000398167,0.0001159844],"category_scores_gemma":[0.00001326535,0.0003382792,0.00006981483,0.00005745112,0.00009084372,0.0001431247,0.00005920089,0.0007173602,0.0002353826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003274098,"about_ca_system_score_gemma":0.00002695407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005265082,"about_ca_topic_score_gemma":0.00003670634,"domain_scores_codex":[0.9988705,0.00003163889,0.0002703658,0.0002242692,0.0002489522,0.0003542995],"domain_scores_gemma":[0.9994194,0.00002648963,0.00003645695,0.0004017254,0.00008593002,0.00003001441],"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":[7.924123e-7,9.700931e-7,0.000007497953,0.003508662,0.0003088014,0.0006350175,0.002738088,0.002488842,0.00007355033,0.000002511278,0.9898875,0.0003478144],"study_design_scores_gemma":[0.0002257881,0.00004170464,0.00004186534,0.002086935,0.00007367505,0.0001229536,0.000188889,0.0000155711,0.004686804,0.00005333927,0.9918694,0.000593062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02890314,0.06545464,0.001564214,0.8435414,0.008788984,0.002770704,0.001399856,0.006544837,0.04103226],"genre_scores_gemma":[0.1988128,0.0007662783,0.001653053,0.7940747,0.003105336,0.0002610035,0.0003549403,0.0004629864,0.0005089387],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1699096,"threshold_uncertainty_score":0.9999069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074182768791567,"score_gpt":0.209655430647065,"score_spread":0.1989136029591494,"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."}}