{"id":"W2502164552","doi":"10.1017/cbo9780511606632.038","title":"Relationships, Culture, and Social Change","year":2006,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Culture change; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007920724,0.000347301,0.0002836072,0.0006785803,0.001834646,0.005081864,0.0004008072,0.0009071269,0.0220265],"category_scores_gemma":[0.001314143,0.000142412,0.0001610149,0.001690041,0.005379555,0.002560026,0.001358507,0.001603222,0.00241975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002298014,"about_ca_system_score_gemma":0.002476907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004807489,"about_ca_topic_score_gemma":0.009337911,"domain_scores_codex":[0.9994103,0.0003502489,0.00001054434,0.00003903488,0.0001172286,0.00007256516],"domain_scores_gemma":[0.9997547,0.0001103615,0.00002364754,0.00002228742,0.00002813855,0.00006085786],"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":[0.00001881652,0.00006148577,0.001157212,0.0005519194,0.00002027574,0.0001430071,0.02007303,0.0003396153,0.0003349349,0.6176989,0.1370152,0.2225856],"study_design_scores_gemma":[0.00000785013,0.00004038548,0.003435404,0.0009142543,0.000009664363,0.0001629706,0.01238668,0.000160527,0.0001569605,0.1588471,0.8238656,0.00001252266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006454432,0.1778443,0.0008769091,0.02294127,0.001178208,0.00002639546,0.00005974932,0.00005075262,0.7905679],"genre_scores_gemma":[0.3688805,0.253258,0.001587411,0.006391736,0.001184886,0.0001568797,0.0001019226,0.00006606484,0.3683726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0220265,"threshold_uncertainty_score":0.073686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090776910551104,"score_gpt":0.259216129898907,"score_spread":0.1501384388437967,"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."}}