{"id":"W2748592751","doi":"10.1007/978-94-6351-098-1_12","title":"Youth, Crisis, and Learning","year":2017,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Christian Studies","funders":"","keywords":"Psychology; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008282479,0.0002700249,0.0003221907,0.0001176218,0.001980237,0.001404189,0.0003446304,0.0006870705,0.0002573709],"category_scores_gemma":[0.0003229488,0.000297357,0.0001770538,0.000006617852,0.0008343348,0.0002365379,0.0001000817,0.0009912656,0.00005454049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272142,"about_ca_system_score_gemma":0.0004947881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559615,"about_ca_topic_score_gemma":0.001353831,"domain_scores_codex":[0.998392,0.00009707049,0.0002294165,0.0004328369,0.0004832734,0.0003653796],"domain_scores_gemma":[0.9986523,0.0000886738,0.0003356115,0.0003770738,0.0002251579,0.0003211261],"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":[0.000009516059,0.000008182426,0.0001007519,0.00004109056,0.0001515511,0.00001727473,0.307834,6.646576e-7,6.40816e-7,0.6091964,0.0560125,0.02662738],"study_design_scores_gemma":[0.0001236544,0.000016669,0.00002164142,0.0000509519,0.00007558511,0.0000014764,0.03425336,0.000003484467,1.409877e-7,0.01917129,0.9459136,0.0003681139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005038343,0.000181456,0.000005746863,0.0008233793,0.001406668,0.0002384771,0.00002041211,0.0001762793,0.9966437],"genre_scores_gemma":[0.02589938,0.0001164553,0.0001015851,0.0005336251,0.0006492712,0.000002840879,0.00005362933,0.00006161228,0.9725816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8899012,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03876050781511702,"score_gpt":0.2915908534326616,"score_spread":0.2528303456175445,"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."}}