{"id":"W4401382407","doi":"10.3138/ijcs-2023-0013","title":"Shackled by Her Condition: A Comparison of American and Canadian Spousal Sponsorships and Conditional Permanent Residency","year":2024,"lang":"en","type":"article","venue":"International Journal of Canadian Studies","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Demography; Medical education; Medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000239921,0.0001161866,0.0002465585,0.001481087,0.0001203527,0.0001810987,0.0001407612,0.00003034785,0.000110836],"category_scores_gemma":[0.00009322138,0.00009946919,0.00004085821,0.0002852434,0.0002372278,0.0007928168,0.00003395688,0.0001422676,0.00001092632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318774,"about_ca_system_score_gemma":0.0002859054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2141429,"about_ca_topic_score_gemma":0.579937,"domain_scores_codex":[0.9990291,0.00001018605,0.0003607533,0.0001165377,0.0003225873,0.0001608321],"domain_scores_gemma":[0.9990603,0.00007340925,0.0001880048,0.00003973056,0.0005698268,0.0000686674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002291046,0.00006945282,0.5076429,0.0004367389,0.001390208,0.0009832479,0.00184817,0.00008485102,0.0006387179,0.03603962,0.4303916,0.02024534],"study_design_scores_gemma":[0.0008148157,0.00007724275,0.592827,0.00111122,0.0001719092,0.0002070772,0.007662366,0.001386447,0.00007708363,0.004450344,0.3908345,0.0003800304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777177,0.006508502,0.000005067571,0.01298731,0.0007778737,0.00005351601,0.00007702206,0.000006982533,0.00186602],"genre_scores_gemma":[0.9972922,0.0007370107,0.00003704043,0.001168766,0.000608671,0.000002556107,0.00004060188,0.00001041564,0.0001027669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3657941,"threshold_uncertainty_score":0.7910902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259482460457162,"score_gpt":0.3141283581373725,"score_spread":0.2815335335328009,"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."}}