{"id":"W7019924297","doi":"","title":"Key Changes in Canadian Immigration Law 2023: Staying Updated and Informed","year":2023,"lang":"en","type":"other","venue":"","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Key (lock); Legislation; Government (linguistics)","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":[0.02204475,0.001231265,0.001292683,0.005523741,0.02216317,0.02161137,0.006684209,0.0298041,0.05851058],"category_scores_gemma":[0.059434,0.001007507,0.002167331,0.006511225,0.007070591,0.00609558,0.00654934,0.02031094,0.009302873],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1707624,"about_ca_system_score_gemma":0.5781744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887376,"about_ca_topic_score_gemma":0.9901867,"domain_scores_codex":[0.964585,0.002105369,0.00122768,0.001230927,0.02009935,0.01075167],"domain_scores_gemma":[0.9441748,0.006308329,0.001202942,0.001589146,0.03231229,0.01441234],"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":[0.00001708546,0.0000252269,0.0004951129,0.0001258514,0.000007655754,0.00009978117,0.0006039537,0.0002058998,0.0001139395,0.05303182,0.9286679,0.01660584],"study_design_scores_gemma":[0.00001653257,0.000007094974,0.003572144,0.0003130084,0.00001200896,0.000033123,0.00149155,0.0002787357,0.0001263068,0.00567801,0.9884016,0.00006990372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003937191,0.008818773,0.001122513,0.645527,0.01895105,0.0003157305,0.006136992,0.0007508186,0.3144399],"genre_scores_gemma":[0.05760721,0.008968267,0.007664216,0.4322713,0.004340014,0.0004663135,0.004359582,0.0006260278,0.4836971],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1707624,"threshold_uncertainty_score":0.9617981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700991775884843,"score_gpt":0.2825599799499249,"score_spread":0.2655500621910765,"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."}}