{"id":"W4405713436","doi":"10.29173/hsi480","title":"We used to have fresh air","year":2022,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005872575,0.00006494846,0.00009828794,0.0002313375,0.004744442,0.0001004715,0.0007841429,0.00001920556,0.001069279],"category_scores_gemma":[0.0004400158,0.00006949814,0.00002590216,0.001513753,0.0008515073,0.0006185863,0.0001324487,0.0002421622,0.0001758093],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005876172,"about_ca_system_score_gemma":0.005681262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004636601,"about_ca_topic_score_gemma":0.00306281,"domain_scores_codex":[0.9971507,0.0002693812,0.0001909525,0.000359308,0.001393504,0.0006361434],"domain_scores_gemma":[0.9987554,0.000291613,0.0001262387,0.0002181127,0.00008150745,0.0005271585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001510658,0.0001361711,0.02977674,0.00001890387,0.000001863972,0.00000247827,0.8223371,0.0002339815,0.00005572862,0.06081925,0.07997973,0.006622979],"study_design_scores_gemma":[0.00003983435,0.00008066226,0.008569279,0.000007090553,7.629578e-7,0.000001539983,0.4189002,0.000007933264,0.00001721578,0.001191247,0.5711013,0.00008290158],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3647635,0.0003526345,0.00004604699,0.6150361,0.00423973,0.0004344664,0.000007084772,0.00008714119,0.01503328],"genre_scores_gemma":[0.9760885,0.00003051765,0.0006787736,0.02046025,0.0006339409,0.00007670714,0.000001675094,0.00000527498,0.002024356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.611325,"threshold_uncertainty_score":0.9999556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3431081922550533,"score_gpt":0.5085788853892685,"score_spread":0.1654706931342152,"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."}}