{"id":"W7057269323","doi":"","title":"Increased ventilation improves indoor air quality","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006775664,0.0003800303,0.0007490013,0.0004460918,0.0007984389,0.001101387,0.0007993859,0.001119227,0.06040203],"category_scores_gemma":[0.003733338,0.0002105234,0.0006075887,0.0001748967,0.0004197557,0.000712829,0.001246057,0.0008340032,0.009161979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002570327,"about_ca_system_score_gemma":0.0007402918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002544894,"about_ca_topic_score_gemma":0.003120413,"domain_scores_codex":[0.9987428,0.0002994772,0.00005399705,0.0002069453,0.0004967636,0.0002001147],"domain_scores_gemma":[0.9978096,0.0003143095,0.0001919165,0.0002104242,0.001014069,0.0004598077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005735144,0.003575394,0.04926802,0.001763581,0.0005201997,0.001209371,0.0004840258,0.0006236155,0.2647693,0.001028497,0.1097666,0.5612561],"study_design_scores_gemma":[0.0009796227,0.007834328,0.6261696,0.0004837714,0.0007251348,0.001941628,0.001832468,0.002662124,0.1400214,0.002678721,0.2145071,0.0001641372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707109,0.009666195,0.006583197,0.008269906,0.01119179,0.0004537822,0.002230145,0.001542761,0.08935127],"genre_scores_gemma":[0.917594,0.002493086,0.002685833,0.001391307,0.001770106,0.0001413727,0.001450516,0.0003894282,0.07208439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06040203,"threshold_uncertainty_score":0.2020649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977430274552468,"score_gpt":0.3001718479149101,"score_spread":0.2803975451693855,"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."}}