{"id":"W2202838156","doi":"10.25336/p69316","title":"Family Change and Implications for Family Solidarity and Social Cohesion","year":2008,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cohesion (chemistry); Solidarity; Social psychology; Sociology; Diversity (politics); Psychology; Demographic economics; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002240055,0.00008045403,0.0001463215,0.0001239246,0.001548876,0.00001787348,0.00005076602,0.0001019205,3.429694e-7],"category_scores_gemma":[0.00008615339,0.00009164639,0.00001854178,0.0001708824,0.0002712066,0.0001385661,0.00001783594,0.00005391258,4.302258e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000314118,"about_ca_system_score_gemma":0.0001113259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1886162,"about_ca_topic_score_gemma":0.681419,"domain_scores_codex":[0.9992817,0.00004707499,0.0001398968,0.0001857158,0.00007405585,0.0002715336],"domain_scores_gemma":[0.9996299,0.00006079052,0.00004298118,0.00005839127,0.000106056,0.0001018683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000270661,0.000006219037,0.9263389,0.000018369,0.00001016591,9.054903e-7,0.04023463,8.025004e-7,0.00001406902,0.0275663,0.0009877253,0.004819211],"study_design_scores_gemma":[0.000176138,0.00001113842,0.9750163,0.000006112354,0.000009208045,5.335124e-7,0.01484532,0.00005453896,5.755492e-8,0.005770475,0.004008951,0.0001012599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945663,0.001908828,0.00003928308,0.001763266,0.0002522088,0.0004713053,0.00008652439,0.00001899604,0.0008932452],"genre_scores_gemma":[0.9966735,0.00199608,0.0002026582,0.0007272579,0.0002070205,0.00008777204,0.00003921452,0.00000752209,0.00005898622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4928028,"threshold_uncertainty_score":0.999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1871442958864254,"score_gpt":0.3630857887505387,"score_spread":0.1759414928641133,"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."}}