{"id":"W7010935077","doi":"","title":"Labour skills and changing international competitiveness:a case study of machinists in Canada : mémoire","year":2024,"lang":"en","type":"article","venue":"Graduate Institute Geneva Institutional Repository (Graduate Institute of International and Development Studies)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Labor relations","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":[0.0008828632,0.0006104876,0.0005564685,0.001612814,0.0205555,0.005648697,0.002172236,0.002012386,0.003174366],"category_scores_gemma":[0.001266585,0.0003901116,0.0003908896,0.004224643,0.006151006,0.001555681,0.002671335,0.002219354,0.0001837276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05004312,"about_ca_system_score_gemma":0.05571631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9847633,"about_ca_topic_score_gemma":0.9962987,"domain_scores_codex":[0.9987325,0.0001146311,0.00001953819,0.00008360476,0.0002359784,0.0008137462],"domain_scores_gemma":[0.9993641,0.0001328299,0.00006092128,0.00001627968,0.0001917261,0.0002342637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006867688,0.0002551699,0.08512632,0.0002424951,0.00003405181,0.01106967,0.8351631,0.0004563992,0.001180807,0.01245951,0.009474965,0.04446902],"study_design_scores_gemma":[0.000003548428,0.00002983257,0.04342538,0.0001259257,0.00001636073,0.000514225,0.9309473,0.0001399133,0.0002256213,0.0003082266,0.02423927,0.00002437614],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725522,0.001471933,0.00023162,0.004133324,0.00006263937,0.00007101885,0.0001693476,0.000007058667,0.02130093],"genre_scores_gemma":[0.9825315,0.002138342,0.0004619814,0.000591928,0.00001784959,0.00002268924,0.0000819265,0.00001302737,0.0141409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05004312,"threshold_uncertainty_score":0.36309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06560125016919954,"score_gpt":0.3442250921546239,"score_spread":0.2786238419854244,"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."}}