{"id":"W122407978","doi":"10.1007/978-94-6209-509-0_17","title":"Creating A Critical Youth Studies Research Paradigm","year":2013,"lang":"en","type":"book-chapter","venue":"Transgressions","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Sociology; Cognitive science","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":[0.0662958,0.0009937003,0.001069097,0.005213252,0.01129505,0.02231639,0.004151591,0.005789209,0.005696355],"category_scores_gemma":[0.02022157,0.00065351,0.0005524718,0.003138363,0.07706859,0.02589241,0.0123812,0.01443593,0.001191854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01487415,"about_ca_system_score_gemma":0.0215004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742469,"about_ca_topic_score_gemma":0.004967185,"domain_scores_codex":[0.9657499,0.02977775,0.0004084652,0.001555659,0.001784964,0.0007233079],"domain_scores_gemma":[0.9523624,0.03915368,0.001152478,0.002155049,0.002612829,0.002563615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005222329,0.00001941838,0.00007674639,0.0001190162,0.000002729647,0.00005791454,0.01931208,0.00002854047,0.00005369174,0.9682449,0.007386622,0.004693248],"study_design_scores_gemma":[0.00003935043,0.00002106775,0.0001275601,0.001175095,0.000006835068,0.0001114802,0.03874336,0.0002180681,0.0002038187,0.7014574,0.2578848,0.00001126007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01298128,0.05471194,0.1097969,0.3559673,0.009904357,0.001403059,0.0002814805,0.0002485059,0.4547054],"genre_scores_gemma":[0.5412536,0.05545201,0.1701073,0.09683453,0.0110972,0.01641897,0.0003739861,0.0005135973,0.1079487],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0662958,"threshold_uncertainty_score":0.3506099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3884329451228946,"score_gpt":0.5142932216422487,"score_spread":0.1258602765193541,"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."}}