{"id":"W4281614152","doi":"10.1177/00207152221098336","title":"Inequalities in (trans)national surrogacy: A call for examining complex lived realities with an empirical lens","year":2022,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 People: Marie-Curie Actions; European Commission; University of Texas at Arlington","keywords":"Narrative; Inequality; Context (archaeology); Perspective (graphical); Visibility; Sociology; Gender studies; Field (mathematics); Empirical research; Positive economics; Political science; Epistemology; Geography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024238,0.0006105377,0.001012306,0.004703644,0.009302535,0.01816164,0.002601344,0.00304925,0.005439951],"category_scores_gemma":[0.03356002,0.0005151621,0.0004685391,0.004630415,0.06782254,0.03324475,0.01533682,0.006399505,0.0002192683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008296619,"about_ca_system_score_gemma":0.006245407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008491448,"about_ca_topic_score_gemma":0.0126614,"domain_scores_codex":[0.9816673,0.0153849,0.0003614002,0.0009881561,0.0008788356,0.0007194715],"domain_scores_gemma":[0.9589919,0.03324324,0.0023713,0.002959261,0.00130332,0.001130868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001646873,0.0000272503,0.003069633,0.0001687051,0.00001576238,0.0001924219,0.3742822,0.0001950685,0.0001475663,0.6120289,0.001324812,0.008531257],"study_design_scores_gemma":[0.000006447909,0.00002606171,0.003199458,0.0008660309,0.00001418116,0.0002527182,0.5849042,0.0004085336,0.0001430405,0.3513122,0.05884052,0.0000266796],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4278325,0.02648244,0.09143721,0.2030296,0.001419621,0.0003583345,0.0008415467,0.00008763327,0.2485111],"genre_scores_gemma":[0.9809266,0.004469655,0.008452507,0.002886725,0.0002735572,0.0003284322,0.0001414176,0.00005145619,0.002469626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.024238,"threshold_uncertainty_score":0.1281844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4004320382518611,"score_gpt":0.4828813497716165,"score_spread":0.08244931151975537,"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."}}