{"id":"W4307823614","doi":"10.5281/zenodo.6523605","title":"Indoor Air Quality","year":2022,"lang":"en","type":"report","venue":"Edinburgh Research Explorer","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; University College Cork","keywords":"Environmental science; Air quality index; Quality (philosophy); Geography; Meteorology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002031118,0.0009799732,0.0008131322,0.001889109,0.0007996362,0.001989247,0.001452433,0.0007052036,0.0523531],"category_scores_gemma":[0.003041336,0.000255031,0.0009772908,0.003591504,0.0002129322,0.0008117684,0.001249861,0.0007693806,0.02215346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001788493,"about_ca_system_score_gemma":0.00407222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1341277,"about_ca_topic_score_gemma":0.1368721,"domain_scores_codex":[0.9899001,0.0006018576,0.0002942892,0.0008047349,0.007977227,0.0004217955],"domain_scores_gemma":[0.9954447,0.0002881376,0.0002581103,0.000310687,0.003444573,0.0002538768],"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":[0.0003086536,0.0002888551,0.04969811,0.00307976,0.0001558076,0.0001204643,0.0003818578,0.000695803,0.003777158,0.001901312,0.662178,0.2774141],"study_design_scores_gemma":[0.00002810298,0.0003272366,0.2206733,0.000627947,0.0001186687,0.0002318982,0.0004054128,0.0002387487,0.004200517,0.0003935475,0.7726969,0.00005778848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01736558,0.01506839,0.004853831,0.002699779,0.004265735,0.001052716,0.529815,0.001433268,0.4234457],"genre_scores_gemma":[0.137097,0.02123679,0.01180447,0.002407216,0.001203912,0.001602243,0.3931614,0.0005787432,0.4309083],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1341277,"threshold_uncertainty_score":0.266694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3987218712023619,"score_gpt":0.4718850124833794,"score_spread":0.07316314128101753,"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."}}