{"id":"W4387489477","doi":"10.29173/cjs29640","title":"“You Gotta Be Able to Pay Your Own Way”","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Young adult; Autonomy; Perspective (graphical); Sociology; Independence (probability theory); Youth studies; Adult development; Gender studies; Social psychology; Psychology; Developmental psychology; Law; Political science","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":[0.0009179538,0.0000689581,0.000172424,0.00004244742,0.0008927722,0.00005622055,0.000541559,0.0001354099,0.0007426225],"category_scores_gemma":[0.0007931974,0.0000458368,0.00010944,0.0001842106,0.0006315096,0.00007267856,0.0000123615,0.0003933958,0.00009983178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811836,"about_ca_system_score_gemma":0.003035979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02487069,"about_ca_topic_score_gemma":0.125354,"domain_scores_codex":[0.9989147,0.0002727821,0.0002170344,0.00008253979,0.0001473384,0.000365586],"domain_scores_gemma":[0.9984834,0.0001088384,0.0001352607,0.00008344301,0.0001951132,0.0009939064],"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":[0.000008828071,0.00000836128,0.0120081,0.000003698945,0.00006455162,0.00002740147,0.7831407,0.0001137494,0.00003028086,0.09047616,0.1124075,0.001710593],"study_design_scores_gemma":[0.0001732822,0.0001176748,0.01661131,0.000006102876,0.00002819247,0.0000108007,0.1032776,0.00002486056,0.000002819871,0.008154891,0.8714616,0.0001308596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4136714,0.0001754655,0.00007496014,0.5724882,0.001207331,0.0001075061,0.00001758245,0.00000820214,0.01224936],"genre_scores_gemma":[0.9653944,0.00002703811,0.0001505581,0.03081446,0.0009392332,0.00000138896,0.00000167093,0.00000816189,0.002663025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7590541,"threshold_uncertainty_score":0.9816228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08532698001576779,"score_gpt":0.3367981595262781,"score_spread":0.2514711795105103,"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."}}