{"id":"W4393943498","doi":"10.1186/s40878-024-00379-y","title":"Unsettling expectations of stay: probationary immigration policies in Canada and Norway","year":2024,"lang":"en","type":"article","venue":"Comparative Migration Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Norges Forskningsråd","keywords":"Immigration; Demographic economics; Political science; Psychology; Economic history; Economics; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00324843,0.0001917878,0.0005144655,0.001079241,0.009599002,0.005337572,0.001814999,0.001065687,0.003637044],"category_scores_gemma":[0.009742124,0.0001913176,0.0002741989,0.002168343,0.007132037,0.001439477,0.003760579,0.002028666,0.0001603524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09772477,"about_ca_system_score_gemma":0.09879178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932129,"about_ca_topic_score_gemma":0.9958592,"domain_scores_codex":[0.9958247,0.0006834342,0.0001125897,0.0003023207,0.0007291436,0.002347871],"domain_scores_gemma":[0.9916915,0.001779462,0.001464358,0.0002193229,0.002031804,0.002813495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000879363,0.000389284,0.5113792,0.0002208779,0.000086337,0.001927053,0.3697172,0.003637322,0.001192628,0.06331477,0.01000074,0.0372552],"study_design_scores_gemma":[0.00003547566,0.00008695296,0.4807899,0.0003390039,0.00002354916,0.00009742441,0.4925482,0.001110498,0.0002560756,0.001677885,0.0229335,0.0001016185],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880383,0.0002492266,0.00007504127,0.001897832,0.00002387279,0.00001514112,0.0001598961,0.000002910607,0.009537699],"genre_scores_gemma":[0.9982476,0.000139325,0.00004710259,0.0001117258,0.000002994044,0.000007509308,0.00006390989,0.0000028656,0.001376976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09772477,"threshold_uncertainty_score":0.7090462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06576663876925465,"score_gpt":0.3767124956302554,"score_spread":0.3109458568610008,"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."}}