{"id":"W7127571489","doi":"10.7202/1122493ar","title":"Introduction du numéro spécial traitant des répercussions des pénuries et des manques de main-d’œuvre et de compétences sur les relations industrielles et la gestion des ressources humaines","year":2025,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Relations of production; Gender relations; Industrial relations; Natural resource","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001378581,0.0006500547,0.0005767387,0.002312769,0.001635795,0.002939576,0.0005499523,0.001367155,0.03715253],"category_scores_gemma":[0.004543704,0.0001981619,0.0005393372,0.002194357,0.003366558,0.003120145,0.002663095,0.002272872,0.004161058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854305,"about_ca_system_score_gemma":0.001632271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323469,"about_ca_topic_score_gemma":0.004064079,"domain_scores_codex":[0.9987154,0.0003954194,0.00007403427,0.0002500442,0.0004379319,0.0001272018],"domain_scores_gemma":[0.9946564,0.003134107,0.0006149778,0.0002556256,0.0009465491,0.0003922317],"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":[0.0003802009,0.00009828205,0.01049407,0.001782436,0.00003671628,0.000664944,0.01283,0.0005584423,0.004312993,0.4870589,0.1761841,0.305599],"study_design_scores_gemma":[0.000006120004,0.00007404927,0.01575152,0.0006013635,0.00001098993,0.0006437891,0.001966984,0.0001527435,0.0005935441,0.02465707,0.9555112,0.00003059754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.067544,0.08793477,0.03308399,0.06243655,0.02550217,0.0001620569,0.002391813,0.0005371354,0.7204075],"genre_scores_gemma":[0.4415798,0.0580503,0.02127273,0.01106233,0.02279326,0.0006292771,0.002249009,0.000836705,0.4415267],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03715253,"threshold_uncertainty_score":0.1242876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620884831430282,"score_gpt":0.4033316106540497,"score_spread":0.2412431275110215,"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."}}