{"id":"W4414718140","doi":"10.1007/978-3-031-88380-4_6","title":"Building a Global Sustainable Future: A Pan-Canadian Approach for Workforce Development in Pursuit of a Low-Carbon Economy","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mohawk College; Canadian Forces College","funders":"","keywords":"Prosperity; General partnership; Workforce; Work (physics); Sustainability; Workforce development; Sustainable development","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002367767,0.0009523673,0.0003431925,0.002008201,0.009503143,0.008972839,0.001447239,0.003400797,0.01254591],"category_scores_gemma":[0.002181214,0.0003130862,0.000479263,0.004169569,0.00695863,0.004729525,0.003421076,0.004885605,0.001580362],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0859849,"about_ca_system_score_gemma":0.1968274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9514719,"about_ca_topic_score_gemma":0.9849754,"domain_scores_codex":[0.9981944,0.0002438951,0.00003482324,0.0001181661,0.0007225046,0.0006861486],"domain_scores_gemma":[0.998733,0.00009533628,0.00003398445,0.00003314342,0.0005781503,0.000526447],"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":[0.000008441687,0.00001829031,0.0003561079,0.0001287996,0.000005631834,0.00008860343,0.003461122,0.0005798698,0.0001440696,0.7599586,0.2005946,0.03465594],"study_design_scores_gemma":[0.000002651871,0.00000481789,0.000800013,0.0002898982,0.000005829303,0.00004846427,0.004127986,0.0003623037,0.00009020895,0.0589078,0.9353396,0.00002048841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003197997,0.02231455,0.005912849,0.1542292,0.003897645,0.0001042808,0.0003318437,0.0001319293,0.8098797],"genre_scores_gemma":[0.2099862,0.06557173,0.02856935,0.03128668,0.0009133675,0.0001869049,0.0004521153,0.0003344503,0.6626992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9140151,"threshold_uncertainty_score":0.623867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748651720955911,"score_gpt":0.2709556358538792,"score_spread":0.2534691186443201,"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."}}