{"id":"W2598291829","doi":"10.3138/jcfs.37.4.589","title":"Families in Iran: Changes, Challenges and Future","year":2006,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spouse; Kinship; Modernization theory; Zoroastrianism; Politics; Islam; Sociology; Value (mathematics); Gender studies; Social psychology; Psychology; Political science; Geography; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0005800125,0.0001274744,0.0005439734,0.0001466585,0.0003342776,0.00001325978,0.0001100202,0.00004684746,0.00000241499],"category_scores_gemma":[0.00002239227,0.00009921315,0.00005296196,0.000134648,0.000569011,0.0001246684,0.0000406355,0.00016877,0.000001946455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147285,"about_ca_system_score_gemma":0.00003832676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002331761,"about_ca_topic_score_gemma":0.02011314,"domain_scores_codex":[0.9989033,0.0001787154,0.0002906341,0.0001103035,0.0003043262,0.000212726],"domain_scores_gemma":[0.9992229,0.0002220872,0.0002415193,0.000049472,0.0002370741,0.00002690144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001123746,0.000193079,0.005899464,0.00007042658,0.0003564426,0.00007433486,0.7026162,0.00001310285,0.0001622691,0.201681,0.06331719,0.02550416],"study_design_scores_gemma":[0.0003209939,0.00008864934,0.1499076,0.00004475163,0.00001533401,0.000001478034,0.3558083,4.974157e-7,0.000003915752,0.001935476,0.4917922,0.000080818],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4113666,0.4985087,0.000001149982,0.007288917,0.00081912,0.00008630363,0.00000142696,0.000007390582,0.08192036],"genre_scores_gemma":[0.7001197,0.2974372,0.0001316359,0.000113648,0.001703295,0.000004234695,1.114562e-7,0.000003934839,0.0004862681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.428475,"threshold_uncertainty_score":0.9977673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262862382101176,"score_gpt":0.3531224098638149,"score_spread":0.2268361716536972,"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."}}