{"id":"W4400586188","doi":"10.3390/engproc2024068039","title":"New Studies on Birth, Death, Temperature Time Series and Their Correlation","year":2024,"lang":"en","type":"article","venue":"","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North; First Nations University of Canada","funders":"","keywords":"Series (stratigraphy); Unavailability; Time series; Birth records; Statistics; Birth rate; Geography; Demography; Mathematics; Research methodology; Sociology; Birth weight; Population; Geology; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004194736,0.000414962,0.0006461787,0.0047939,0.001208261,0.002282344,0.0009040711,0.0004409271,0.00412726],"category_scores_gemma":[0.01968003,0.0002805649,0.001029238,0.01330337,0.001490609,0.00203557,0.0009004317,0.001396754,0.0003219951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005003277,"about_ca_system_score_gemma":0.006747201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6152152,"about_ca_topic_score_gemma":0.6674574,"domain_scores_codex":[0.9979222,0.0003011855,0.0001381726,0.0004477374,0.0009791194,0.0002116009],"domain_scores_gemma":[0.9811025,0.009481094,0.00253563,0.001315173,0.004955993,0.0006095418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001567204,0.00009501731,0.8139161,0.001115656,0.0009050578,0.0004083447,0.00651851,0.002435559,0.001088382,0.01455628,0.007744278,0.1510601],"study_design_scores_gemma":[0.00000316653,0.00003481485,0.9639128,0.0002287334,0.0001766878,0.0000945359,0.0040266,0.0009438609,0.0002733416,0.001706929,0.02856567,0.0000329543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7573254,0.1172192,0.02274504,0.01641792,0.001379034,0.0001931966,0.01718698,0.0001405947,0.06739266],"genre_scores_gemma":[0.9289097,0.04397656,0.01008233,0.001224757,0.0007939124,0.00006688623,0.006947342,0.00007261851,0.007925791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6152152,"threshold_uncertainty_score":0.7741017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04150445348996736,"score_gpt":0.3005590539797785,"score_spread":0.2590546004898112,"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."}}