{"id":"W7056845654","doi":"","title":"The Future of Healthy Living: 
\\nImproving the impact of urban living environments on residents","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active living; Space (punctuation); Mental health; Futures studies; Quality (philosophy); Quality of life (healthcare); Built environment; Urban planning; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.002983847,0.0004221814,0.0006674392,0.0005410868,0.001760101,0.0002772477,0.005598002,0.0004525669,0.00008190902],"category_scores_gemma":[0.000230683,0.0003046422,0.0002951292,0.0005485161,0.001427883,0.0004972716,0.002733541,0.0007742848,0.0002160372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265754,"about_ca_system_score_gemma":0.0008106311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03680034,"about_ca_topic_score_gemma":0.001733124,"domain_scores_codex":[0.9932607,0.003298399,0.0003827667,0.0008008248,0.001368892,0.0008884529],"domain_scores_gemma":[0.9957606,0.001206921,0.0008936722,0.001706449,0.0001634224,0.0002689732],"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":[0.008396078,0.001492856,0.01513209,0.001008939,0.001971517,0.0008907234,0.005820486,0.0004899605,0.3161395,0.387564,0.2592559,0.001837937],"study_design_scores_gemma":[0.002428985,0.00440324,0.0932379,0.006628585,0.0003260099,0.00001772038,0.01985247,0.00004930887,0.01350117,0.00002756128,0.857743,0.001784002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.321696,0.0004110987,0.000003828989,0.000170641,0.000860732,0.001672522,0.0001727107,0.0001332908,0.6748791],"genre_scores_gemma":[0.2887946,0.001179744,0.00001984548,0.000007103491,0.0002895927,0.000001067422,0.000003089964,0.00026219,0.7094427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5984872,"threshold_uncertainty_score":0.9999406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0362804284491718,"score_gpt":0.2898947373239035,"score_spread":0.2536143088747317,"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."}}