{"id":"W4237883070","doi":"10.1007/978-1-4939-7131-2_100565","title":"Kinship Analysis","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Kinship; Geography; Sociology; Anthropology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004073758,0.0001673458,0.0003008688,0.0004770527,0.0003144331,0.0001105792,0.0003688386,0.0003593705,0.08492142],"category_scores_gemma":[0.00001414561,0.0001398593,0.0004112427,0.0002162241,0.000501821,0.00005475414,0.00004344092,0.0001450628,0.0008409405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002100708,"about_ca_system_score_gemma":0.0001087157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111048,"about_ca_topic_score_gemma":0.0875904,"domain_scores_codex":[0.9987159,0.00003327287,0.0001824531,0.0003467167,0.0004884106,0.0002332365],"domain_scores_gemma":[0.9992985,0.00006242773,0.0001116218,0.0002741929,0.0001062479,0.000147073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001589359,0.000004311758,0.0007167826,0.000002132449,0.000813799,0.000002477437,0.00262519,7.430166e-8,2.628379e-8,0.952026,0.03094771,0.01285991],"study_design_scores_gemma":[0.00002138991,0.00001337424,0.0007030353,0.000005239296,0.0005305667,4.850755e-8,0.0002751464,7.483677e-7,1.492521e-7,0.1827929,0.8154784,0.0001789954],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000300106,0.0002327808,0.0001134226,0.0004626163,0.0002529325,0.00005961587,0.00001740185,0.0001304954,0.9987007],"genre_scores_gemma":[0.03913886,0.0004427129,0.0001886917,0.0001617091,0.0005487941,0.000002055135,0.00002627632,0.00001086223,0.95948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7845306,"threshold_uncertainty_score":0.999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08609298173472664,"score_gpt":0.3241768892174449,"score_spread":0.2380839074827183,"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."}}