{"id":"W3019138098","doi":"10.1080/10643389.2020.1753631","title":"Can green schools influence academic performance?","year":2020,"lang":"en","type":"article","venue":"Critical Reviews in Environmental Science and Technology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Certification; Environmental design; Indoor air quality; Daylighting; Quality (philosophy); Efficient energy use; Fidelity; Academic achievement; Architectural engineering; Psychology; Environmental economics; Mathematics education; Engineering; Political science; Civil engineering; Environmental engineering; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"medium","reason":"Review synthesizing evidence on green school buildings; appraises the evidence base but answers a substantive domain question about student performance."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"The review synthesizes evidence about green schools and academic performance rather than studying evidence synthesis."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Review linking green-school building factors to student academic outcomes; education environment, not research as object."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003429723,0.0004105091,0.001013683,0.001344986,0.0004176525,0.003187886,0.0007242637,0.001218644,0.005047064],"category_scores_gemma":[0.01209527,0.0002817677,0.001417711,0.001937776,0.001158591,0.002027179,0.001178287,0.001442676,0.000844512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297019,"about_ca_system_score_gemma":0.003185986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006087162,"about_ca_topic_score_gemma":0.0102949,"domain_scores_codex":[0.9974267,0.001241483,0.0002099356,0.0003557377,0.0004478433,0.0003182901],"domain_scores_gemma":[0.9924844,0.003866385,0.001781128,0.0002238113,0.001222921,0.000421431],"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":[0.000650266,0.0008348076,0.1641207,0.02533471,0.003372111,0.0003133922,0.003381977,0.001913492,0.001158178,0.01864669,0.01647208,0.7638016],"study_design_scores_gemma":[0.0001856478,0.001495016,0.7212213,0.02562883,0.00464036,0.0003110392,0.007576924,0.0008963203,0.002412874,0.03871499,0.1967281,0.0001886102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1957033,0.7404125,0.002957682,0.03007551,0.002377902,0.0001277116,0.001227587,0.0001215448,0.02699635],"genre_scores_gemma":[0.7077209,0.2833971,0.001595399,0.003047359,0.000845877,0.00007876905,0.000353856,0.00003772405,0.00292309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006087162,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440877105557151,"score_gpt":0.2661652045033878,"score_spread":0.2517564334478163,"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."}}