{"id":"W4224254777","doi":"10.3390/laws11030036","title":"Band-Aid on a Bullet Wound—Canada’s Open Work Permit for Vulnerable Workers Policy","year":2022,"lang":"en","type":"article","venue":"Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Work (physics); Government (linguistics); Business; Immigration; Public relations; Political science; Law","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":[0.008770901,0.0004179446,0.0003627356,0.001635318,0.01953372,0.007339379,0.003289972,0.007210293,0.007491486],"category_scores_gemma":[0.02051808,0.0006430896,0.0007598324,0.001574225,0.005717218,0.002122019,0.004763349,0.006354462,0.0005986257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08671887,"about_ca_system_score_gemma":0.3438786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801998,"about_ca_topic_score_gemma":0.9904355,"domain_scores_codex":[0.9858646,0.001700492,0.0003302552,0.0008137091,0.005082336,0.006208594],"domain_scores_gemma":[0.9808336,0.004515232,0.0008160936,0.0008453426,0.005972875,0.007016851],"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":[0.0004231572,0.0008333763,0.07345497,0.0009138874,0.0001342276,0.004433102,0.05249475,0.002572943,0.006183056,0.3063202,0.3966523,0.1555842],"study_design_scores_gemma":[0.0001409323,0.0002884221,0.08211733,0.001011756,0.00007484271,0.0003343544,0.03810143,0.001205329,0.001639447,0.00590612,0.8689297,0.000250433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3629035,0.005431169,0.007802166,0.3277456,0.003559285,0.001831601,0.001938978,0.000453188,0.2883345],"genre_scores_gemma":[0.6930706,0.002513871,0.007956739,0.1316787,0.0003286432,0.0006538032,0.0006002915,0.00009683178,0.1631006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08671887,"threshold_uncertainty_score":0.6291924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07558259642946802,"score_gpt":0.4098521386041322,"score_spread":0.3342695421746641,"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."}}