{"id":"W2901042823","doi":"10.1177/0020715218807350","title":"Book review: <i>Transnational reproduction: Race, kinship, and commercial surrogacy in India</i> , Daisy Deomampo","year":2018,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Kinship; Race (biology); Reproduction; Sociology; Genealogy; Gender studies; Anthropology; Biology; History; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00154024,0.0001052412,0.0003314585,0.000247766,0.0001817127,0.00003391749,0.0003936372,0.0000939771,0.001052035],"category_scores_gemma":[0.0001964597,0.00009407175,0.00009253259,0.0001696156,0.001477652,0.0004107791,0.00003796912,0.0003159542,0.000006512323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006595293,"about_ca_system_score_gemma":0.0002937761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002987172,"about_ca_topic_score_gemma":0.0003756109,"domain_scores_codex":[0.9979686,0.0006930691,0.0005174702,0.0001929277,0.0004560768,0.0001718989],"domain_scores_gemma":[0.9981963,0.0003496241,0.0004015732,0.0000690959,0.0008869746,0.00009642091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004519798,0.0003823104,0.1600413,0.0000241204,0.0005261131,0.00005070645,0.09568107,0.000005168776,0.00007353168,0.3012557,0.4323485,0.009159388],"study_design_scores_gemma":[0.0006473243,0.0001489712,0.2628753,0.00007587171,0.00001728296,0.00003905399,0.001341819,0.000002216861,0.00002821836,0.01367041,0.7210482,0.0001053052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5474772,0.1750388,0.0006380433,0.2279045,0.007131922,0.0004488008,0.00003979819,0.00003749832,0.0412835],"genre_scores_gemma":[0.9820921,0.009982521,0.0002137674,0.006154106,0.001270783,0.000005002606,0.000008222221,0.000003571357,0.000269859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.434615,"threshold_uncertainty_score":0.9998611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05869223451785387,"score_gpt":0.3971259134341216,"score_spread":0.3384336789162677,"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."}}