{"id":"W5351536","doi":"10.5206/eei.v25i1.7720","title":"Youth Unemployment and Localized Impact: A Career Studies Teacher's Story","year":2015,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Unemployment; Youth unemployment; Context (archaeology); Recession; Work (physics); School-to-work transition; Psychology; Pedagogy; Economic growth; Vocational education; Economics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003483143,0.0005269872,0.001119689,0.001058037,0.05052552,0.007805479,0.00183305,0.009791409,0.003682667],"category_scores_gemma":[0.007911194,0.0008913245,0.0009850938,0.0009482196,0.00921276,0.004895196,0.01018333,0.02132473,0.0007915451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01226029,"about_ca_system_score_gemma":0.008225581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06038462,"about_ca_topic_score_gemma":0.1360536,"domain_scores_codex":[0.9959745,0.001712298,0.0001285172,0.0002772284,0.0004066073,0.001500854],"domain_scores_gemma":[0.9933889,0.00160176,0.0005165563,0.0001491509,0.0007245748,0.003618967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007467694,0.0002786159,0.01372141,0.0001603737,0.0000180844,0.0186368,0.8762919,0.0000836847,0.0003774504,0.009217938,0.06971803,0.01142106],"study_design_scores_gemma":[0.00002245204,0.0001127386,0.004691596,0.0002961819,0.00001571627,0.005068837,0.8655665,0.0001366019,0.0001348769,0.0008901029,0.1230304,0.00003397237],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4399976,0.005422097,0.0006649994,0.5171002,0.004372468,0.00006021191,0.0001090884,0.00007967272,0.03219368],"genre_scores_gemma":[0.9243454,0.004311924,0.0003162175,0.0504384,0.001276136,0.0000806635,0.00005166645,0.0001121737,0.01906735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06038462,"threshold_uncertainty_score":0.1200663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1974482539839911,"score_gpt":0.4719001142525232,"score_spread":0.274451860268532,"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."}}