{"id":"W4413597213","doi":"10.64628/aam.7ha4fgttf","title":"Canada needs to encourage more youths to pursue skilled trade jobs","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Labour economics; International trade; Economics","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":[0.004289587,0.0003731918,0.0005779699,0.00178842,0.009692738,0.005107864,0.002218047,0.008579728,0.05924147],"category_scores_gemma":[0.01186212,0.0005071526,0.001284761,0.001897033,0.001041878,0.001658052,0.003263169,0.00666125,0.007164725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02563683,"about_ca_system_score_gemma":0.2240179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9555349,"about_ca_topic_score_gemma":0.9823054,"domain_scores_codex":[0.9946808,0.0004547728,0.0001396788,0.0002103585,0.001120114,0.003394273],"domain_scores_gemma":[0.9516547,0.002741864,0.0006681192,0.0005923701,0.01148058,0.0328623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001972934,0.0004145309,0.02865121,0.0003212198,0.00004094236,0.0002707473,0.001266506,0.0002723553,0.0008457343,0.01055081,0.8870192,0.0701495],"study_design_scores_gemma":[0.0003234581,0.0002070953,0.1280306,0.0007475078,0.000127512,0.0001688887,0.01274593,0.0006601157,0.001175661,0.003331561,0.8523764,0.0001052819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.07583229,0.002947106,0.001853882,0.7539283,0.0103572,0.0007608086,0.006923058,0.0009500113,0.1464474],"genre_scores_gemma":[0.1660994,0.002784834,0.007569992,0.2717164,0.001143369,0.0006425757,0.003095873,0.0002972002,0.5466504],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05924147,"threshold_uncertainty_score":0.1981825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04626540718868524,"score_gpt":0.3927133346953963,"score_spread":0.3464479275067111,"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."}}