{"id":"W4385878334","doi":"10.3390/biomed3030032","title":"Decarbonization of Transport and Oral Health","year":2023,"lang":"en","type":"article","venue":"BioMed","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Greenhouse gas; Business; Oral hygiene; Oral health; Environmental health; Global warming; Public health; Medicine; Climate change; Dentistry; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002975879,0.0000284602,0.00006651576,0.00002451425,0.00003785186,0.000001231054,0.00002796456,0.00002103589,0.0001043952],"category_scores_gemma":[0.000009686067,0.00002559959,0.000006954706,0.00031359,0.00006677733,0.00004042998,0.00001163956,0.00001607264,0.00004704994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002420465,"about_ca_system_score_gemma":0.00001386436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007559914,"about_ca_topic_score_gemma":0.000236501,"domain_scores_codex":[0.9995751,0.00002129421,0.0001110144,0.00007212403,0.00009919435,0.0001212325],"domain_scores_gemma":[0.9998072,0.00001211999,0.00003592964,0.00005321405,0.000001317799,0.00009021893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000503128,0.00009677634,0.716684,0.0002957565,0.000008210529,0.000004028025,0.007007758,0.00009361593,0.003297431,0.0007073028,0.02893657,0.2428183],"study_design_scores_gemma":[0.0001389382,0.00006201401,0.9857843,0.000006015127,9.989963e-7,4.364537e-7,0.00004267645,0.0005414672,0.0001716101,0.0002563174,0.01296534,0.00002991858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931928,0.00002499256,0.0003965742,0.005726402,0.0000473979,0.0001061279,0.000009203516,0.00003994167,0.0004565429],"genre_scores_gemma":[0.9981819,0.00008283595,0.0006775577,0.0008518745,0.000006757411,0.000001618222,0.00001680109,0.000003269624,0.0001773812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2691003,"threshold_uncertainty_score":0.1143055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06878471721919444,"score_gpt":0.3442932428492373,"score_spread":0.2755085256300429,"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."}}