{"id":"W4400273860","doi":"10.32920/26169313.v1","title":"Sociological Research and Urban Children and Youth","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociological research; Sociology; Sociological theory; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004774373,0.000442256,0.0008036213,0.001700175,0.01180556,0.009136626,0.001086062,0.002065419,0.006608584],"category_scores_gemma":[0.004079194,0.0003391427,0.0003817842,0.003212912,0.02372872,0.00616349,0.008558965,0.00428518,0.0006661767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01260837,"about_ca_system_score_gemma":0.0099738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04251523,"about_ca_topic_score_gemma":0.07167025,"domain_scores_codex":[0.9952083,0.003047067,0.0001222896,0.0002798853,0.0005028065,0.0008396757],"domain_scores_gemma":[0.997931,0.0009648273,0.0002802644,0.0001310187,0.0002002039,0.0004926284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009622591,0.000061987,0.005600919,0.0002608702,0.00001067012,0.0002441258,0.4045672,0.0001207127,0.00009032914,0.5228539,0.04093785,0.02524176],"study_design_scores_gemma":[0.00000489043,0.00002513605,0.008949549,0.001090072,0.000008348172,0.0001618728,0.3009891,0.0000550494,0.0000797163,0.04739269,0.6412256,0.00001790345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1943285,0.1338083,0.001999171,0.17247,0.002501392,0.000260822,0.0005226178,0.00009556951,0.4940137],"genre_scores_gemma":[0.8449896,0.07521736,0.001393339,0.01558365,0.001022484,0.0004817604,0.0002207153,0.00007550168,0.06101565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04251523,"threshold_uncertainty_score":0.09148049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1571800297101537,"score_gpt":0.4433104025632326,"score_spread":0.2861303728530789,"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."}}