{"id":"W4312425899","doi":"10.2139/ssrn.4247734","title":"Road Access, Fertility and Child Health in Rural India","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Fertility; Socioeconomics; Geography; Economic growth; Medicine; Environmental health; Sociology; Economics; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003262028,0.0001151082,0.0001625288,0.0008896408,0.001227749,0.0008864732,0.0005099263,0.0003846142,0.003437161],"category_scores_gemma":[0.001159028,0.0002799338,0.000322132,0.001854175,0.0009394357,0.0004099505,0.0009863479,0.0009604457,0.0002616671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301784,"about_ca_system_score_gemma":0.001877127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1917152,"about_ca_topic_score_gemma":0.3210516,"domain_scores_codex":[0.9995576,0.0001572776,0.00002711269,0.00003494277,0.00003839872,0.0001847094],"domain_scores_gemma":[0.9991128,0.0002471668,0.0002542654,0.00002122763,0.00006120478,0.0003032575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000440491,0.0001434172,0.992273,0.00003752039,0.00002709977,0.0005784665,0.002780268,0.00008083494,0.00009177347,0.0003994732,0.0003293494,0.003214742],"study_design_scores_gemma":[0.00000365508,0.0001169321,0.9843459,0.00002588857,0.00002398987,0.0003692514,0.01420434,0.00009072222,0.00002698857,0.0001074894,0.0006772052,0.00000757143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971846,0.0005277244,0.00001673731,0.000433101,0.000006806769,0.000003391838,0.0001453954,0.000002294115,0.001679913],"genre_scores_gemma":[0.9990871,0.0003227443,0.00001839295,0.00004415,0.000006350137,0.000002775988,0.000033177,9.056097e-7,0.0004844979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1917152,"threshold_uncertainty_score":0.3811986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008985487790847088,"score_gpt":0.280802511514045,"score_spread":0.2718170237231979,"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."}}