{"id":"W2913365303","doi":"10.1111/socf.12499","title":"Network Instability in Times of Stability","year":2019,"lang":"en","type":"article","venue":"Sociological Forum","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Homophily; Context (archaeology); Longitudinal data; Sociology; Demographic economics; Transition (genetics); Social psychology; Instability; Psychology; Demography; Economics; Biology; Mechanics","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":[0.001935757,0.0002084973,0.000308239,0.001816411,0.002715393,0.003867289,0.0006215563,0.000859748,0.009670472],"category_scores_gemma":[0.01577661,0.0001925515,0.0002889991,0.001807626,0.002376342,0.0057859,0.004233265,0.001114081,0.0004685696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441053,"about_ca_system_score_gemma":0.001097578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005073168,"about_ca_topic_score_gemma":0.007344092,"domain_scores_codex":[0.9980901,0.0007634481,0.0001057169,0.0003907777,0.0002622601,0.0003876242],"domain_scores_gemma":[0.9916844,0.001962315,0.003223208,0.00055038,0.0006764121,0.001903262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000633491,0.0002173349,0.5564606,0.0004821754,0.0003470668,0.001628781,0.0946508,0.003580431,0.002258956,0.1693587,0.01780017,0.1525816],"study_design_scores_gemma":[0.00003646097,0.0003111511,0.6707217,0.0004400214,0.0001262612,0.001438389,0.11592,0.005173184,0.0005877475,0.1203312,0.08479569,0.0001182175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259913,0.002663403,0.008501815,0.009706863,0.0002668466,0.00008136607,0.0007658079,0.00006848595,0.05195417],"genre_scores_gemma":[0.9975556,0.0003225041,0.0004719696,0.0002047187,0.00006512603,0.0000342826,0.000117156,0.000008510418,0.001220156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009670472,"threshold_uncertainty_score":0.03235096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05178526775786609,"score_gpt":0.345602194007177,"score_spread":0.2938169262493109,"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."}}