{"id":"W2050760947","doi":"10.1111/j.1523-536x.2009.00368_2.x","title":"Birth Models That Work ‐ Edited Robbie E. Davis‐Floyd, Lesley Barclay, Betty‐Anne Daviss, and Jan Tritten","year":2009,"lang":"en","type":"article","venue":"Birth","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Citation; Library science; Columbia university; Sociology; Media studies; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008426643,0.0004392316,0.0006606266,0.0002678006,0.001156541,0.00005066443,0.0003698152,0.0003965684,0.0003744142],"category_scores_gemma":[0.0001148647,0.0003729066,0.0001217332,0.0005827445,0.00009606752,0.0003616165,0.0001736786,0.00126154,0.000196701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398095,"about_ca_system_score_gemma":0.0004275867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001377035,"about_ca_topic_score_gemma":0.00009292585,"domain_scores_codex":[0.996228,0.0004883686,0.0007400702,0.000746784,0.0005022358,0.001294503],"domain_scores_gemma":[0.9976167,0.0003451092,0.000301372,0.0007309575,0.0001157389,0.0008900897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001388378,0.001773341,0.3822512,0.001503665,0.0001478928,0.0001370621,0.01605782,0.0002627579,0.0003500276,0.0229414,0.3884176,0.1847688],"study_design_scores_gemma":[0.004544937,0.0003774957,0.7863456,0.002831235,0.00006081309,0.00001335862,0.002065683,0.001452757,0.00002388807,0.007323691,0.1939234,0.001037107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472028,0.006603303,0.000984047,0.02806007,0.002307322,0.002810802,0.0002613777,0.0009704715,0.0107998],"genre_scores_gemma":[0.9768384,0.001760347,0.0005950056,0.0130583,0.002141784,0.000008573609,0.00008590572,0.0000708974,0.005440763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4040944,"threshold_uncertainty_score":0.9998723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06836438736573243,"score_gpt":0.3530811191858791,"score_spread":0.2847167318201467,"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."}}