{"id":"W4212788564","doi":"10.7202/1086429ar","title":"Work-Integrated Learning Policy in Alberta: A Post-Structural Analysis","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bow Valley College; Thompson Rivers University","funders":"","keywords":"Experiential learning; Work (physics); Context (archaeology); Government (linguistics); Integrated learning; Sociology; Pedagogy; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005560882,0.00008032941,0.0001486887,0.001328821,0.0007942999,0.0001280929,0.0001660027,0.00004143938,0.003836287],"category_scores_gemma":[0.001802952,0.00008615163,0.00008573654,0.002531511,0.0001668849,0.0001597971,0.000006253964,0.000304698,0.000005065082],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008880767,"about_ca_system_score_gemma":0.03067481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4365941,"about_ca_topic_score_gemma":0.6486358,"domain_scores_codex":[0.998666,0.0004179096,0.0003456684,0.0001162244,0.0002089593,0.0002452346],"domain_scores_gemma":[0.9986236,0.000256152,0.0001923881,0.00006585832,0.0002236351,0.000638337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002491871,0.00003813337,0.8287909,0.000002587785,0.00005181597,0.000002294861,0.03039708,0.0003344598,0.000001983172,0.1380315,0.001028385,0.001295921],"study_design_scores_gemma":[0.0001571668,0.00008065964,0.7839814,0.000004367191,0.0000305897,0.00002390771,0.006238983,0.00000564815,8.680781e-7,0.003459172,0.2059024,0.0001148338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.811344,0.00007858803,0.000001926663,0.1843214,0.0002260471,0.00006663844,0.00001911037,0.000001899196,0.003940427],"genre_scores_gemma":[0.989279,0.000008178329,0.0001108803,0.001172272,0.0005766831,0.000008298335,0.00005831678,0.000004910918,0.008781428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2120417,"threshold_uncertainty_score":0.9970744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685156217026049,"score_gpt":0.347517882473134,"score_spread":0.3306663203028736,"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."}}