{"id":"W1839284494","doi":"10.25336/p6hs43","title":"Early life transitions of Canadian youth: effects of family transformation and community characteristics","year":2003,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Western University","funders":"","keywords":"Census; Transition (genetics); American Community Survey; Demography; Life course approach; Set (abstract data type); Demographic economics; Psychology; Geography; Sociology; Developmental psychology; Population; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0004853074,0.00007571399,0.0001955952,0.0005013318,0.0004955136,0.000009147549,0.0000614133,0.00009388213,0.000001294608],"category_scores_gemma":[0.0004506626,0.00008969014,0.00002411748,0.0005412114,0.0001914607,0.0001282865,0.000001933878,0.0001356079,3.091615e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626246,"about_ca_system_score_gemma":0.0003694168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9662085,"about_ca_topic_score_gemma":0.9943883,"domain_scores_codex":[0.9989751,0.0003677606,0.0002633494,0.00006562781,0.0001089321,0.0002192459],"domain_scores_gemma":[0.9993822,0.00009782737,0.00006538549,0.00009316698,0.0001323568,0.0002290567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000003254337,0.00002344627,0.314716,0.0001938057,0.0000429431,0.000001676122,0.6455501,0.0000308972,0.00003468578,0.03849402,0.00001746464,0.0008917618],"study_design_scores_gemma":[0.0001830323,0.00002766733,0.8810522,0.00005753841,0.00002808382,1.100383e-7,0.1176618,0.00002044439,0.000002168526,0.0007514699,0.0001368533,0.00007867134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942184,0.0003262977,0.00003639832,0.00008093451,0.0002720203,0.0002690248,0.0001735449,0.000005450824,0.004617933],"genre_scores_gemma":[0.9992443,0.0005186085,0.00005974741,0.00009148318,0.00001326567,0.000005832618,0.00005326377,0.000005635458,0.000007845625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5663362,"threshold_uncertainty_score":0.381114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06004204300571237,"score_gpt":0.2905724434372818,"score_spread":0.2305304004315694,"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."}}