{"id":"W4210775409","doi":"10.1111/ina.12955","title":"How should we define an indoor surface?","year":2022,"lang":"en","type":"editorial","venue":"Indoor Air","topic":"Architecture and Computational Design","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Indoor air; Architectural engineering; Environmental engineering; Engineering","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":[0.008700915,0.001896221,0.001863628,0.003293206,0.003482713,0.009278786,0.004307187,0.007737046,0.01041144],"category_scores_gemma":[0.0273638,0.0006572946,0.001418669,0.003159069,0.01987658,0.0290157,0.003504871,0.009812323,0.009580311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004038457,"about_ca_system_score_gemma":0.003239855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002523,"about_ca_topic_score_gemma":0.004545872,"domain_scores_codex":[0.9935869,0.002613411,0.0005667588,0.001029951,0.001610847,0.0005921121],"domain_scores_gemma":[0.9895978,0.004042785,0.0007708166,0.0008460744,0.00374134,0.001001153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003522874,0.00004591925,0.001192359,0.0007140415,0.00002118789,0.0001879815,0.002088412,0.0005672134,0.0002938441,0.8337248,0.09953555,0.06159351],"study_design_scores_gemma":[0.00001000093,0.00004226456,0.0006796648,0.001033408,0.00002037518,0.0004876599,0.003160907,0.0009149126,0.000303113,0.3707319,0.6225496,0.0000662137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.009101121,0.1811241,0.1714603,0.4730369,0.05507691,0.0002381553,0.001436689,0.001131925,0.1073938],"genre_scores_gemma":[0.3137686,0.1592502,0.2445288,0.1719694,0.04482723,0.001322487,0.002740961,0.002758615,0.05883374],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01041144,"threshold_uncertainty_score":0.04601544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685086639333228,"score_gpt":0.2334017562747531,"score_spread":0.2165508898814208,"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."}}