{"id":"W4407256124","doi":"10.1080/13636820.2025.2461585","title":"Towards a sustainable apprenticeship framework: lessons from Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Vocational Education and Training","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Business; Environmental planning; Environmental science; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004489252,0.0003872847,0.000519103,0.001882996,0.01840072,0.00774166,0.002388093,0.001663663,0.004724841],"category_scores_gemma":[0.007368175,0.0002278842,0.0005726265,0.004007649,0.004215444,0.002670429,0.004441161,0.003693958,0.0003128031],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1231374,"about_ca_system_score_gemma":0.3829089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959325,"about_ca_topic_score_gemma":0.9984688,"domain_scores_codex":[0.9947851,0.0009168983,0.0001184249,0.0002186529,0.001361309,0.002599596],"domain_scores_gemma":[0.9898948,0.001045555,0.0002003508,0.0002132769,0.004858862,0.003787206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003347319,0.0005851853,0.1004053,0.001158635,0.0001138787,0.003530644,0.08023646,0.003813243,0.001225655,0.3325424,0.1579368,0.3181171],"study_design_scores_gemma":[0.00009054929,0.0002375177,0.1376049,0.002705509,0.0001612988,0.0005554945,0.2747842,0.003875537,0.0008858667,0.03298054,0.5458623,0.0002564158],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.427612,0.01585006,0.004039373,0.2748014,0.001265331,0.0004418066,0.001667,0.0001404327,0.2741827],"genre_scores_gemma":[0.9426302,0.01143335,0.006002285,0.01245239,0.0000901298,0.0001007571,0.0004267927,0.00008068418,0.02678343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8768626,"threshold_uncertainty_score":0.8934284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860627734653843,"score_gpt":0.3853643129631775,"score_spread":0.3467580356166391,"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."}}