{"id":"W2105277953","doi":"10.1177/0044118x08314261","title":"The Form and Meaning of Young People's Involvement in Community and Political Work","year":2008,"lang":"en","type":"article","venue":"Youth & Society","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Meaning (existential); Politics; Democracy; Sociology; Qualitative research; Consistency (knowledge bases); Work (physics); Gender studies; Social psychology; Public relations; Social science; Political science; Psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001196175,0.00005465341,0.0001057069,0.000003991193,0.001541841,0.00003488107,0.0001650787,0.00005698379,0.000002759035],"category_scores_gemma":[0.0001399067,0.0000408974,0.00004525794,0.0002786643,0.001002945,0.0001090588,0.0000992174,0.0001813659,2.540443e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008434401,"about_ca_system_score_gemma":0.00009576056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1099386,"about_ca_topic_score_gemma":0.131575,"domain_scores_codex":[0.9990512,0.0001245743,0.0001323399,0.00008518873,0.0002955515,0.0003111736],"domain_scores_gemma":[0.9994837,0.0002487353,0.00006406051,0.00008458943,0.00003379736,0.00008510124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001694751,0.00001173697,0.4918115,0.000002606027,0.00000283619,7.90569e-8,0.481821,1.089848e-7,0.000001470156,0.02600071,0.0001431602,0.0002030209],"study_design_scores_gemma":[0.0001169693,0.00001366714,0.5545695,0.00001404359,0.00000368707,1.904031e-7,0.4408517,0.000009403208,0.000003447435,0.004159686,0.0002091783,0.00004854498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990287,0.0002603534,0.000008150488,0.001412765,0.00007091076,0.0000989329,0.000004152289,0.000009768146,0.007847967],"genre_scores_gemma":[0.9987251,0.0009029533,0.00009004429,0.0001380159,0.00004765771,0.000003507318,4.416761e-7,0.000002513528,0.00008973074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06275798,"threshold_uncertainty_score":0.999758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04605133671732604,"score_gpt":0.2904059543143554,"score_spread":0.2443546175970294,"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."}}