{"id":"W3174178219","doi":"10.3138/ijcs.58.x.54","title":"“We Can’t Be Too Selective about This”: Immigration Advocacy in the Canadian English-Language Press, 1949–57","year":2021,"lang":"en","type":"article","venue":"International Journal of Canadian Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Newspaper; Immigration policy; Government (linguistics); Political science; Population; Economic history; Sociology; History; Law; Demography","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":[0.0007021881,0.00009868886,0.0001859345,0.001460238,0.0007413187,0.0004705228,0.0005234194,0.00008336786,0.0002043311],"category_scores_gemma":[0.001489688,0.0001020078,0.0001105659,0.0005440952,0.0003147951,0.0003376161,0.00001600992,0.0003659189,0.000005741621],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006334234,"about_ca_system_score_gemma":0.01585119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998728,"about_ca_topic_score_gemma":0.9999981,"domain_scores_codex":[0.9982097,0.0002523355,0.0003298207,0.0001347195,0.000726656,0.00034679],"domain_scores_gemma":[0.9977049,0.0001736661,0.0001764911,0.00009553223,0.001497616,0.0003517655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009568997,0.00001898823,0.0006956116,0.00000485436,0.0002776623,0.001456172,0.5872808,0.00002860836,0.0000082538,0.01489053,0.3884992,0.006829811],"study_design_scores_gemma":[0.0001979188,0.00001394076,0.003673345,0.00005294824,0.00002550278,0.00002717254,0.1271193,0.000001417843,0.00001498555,0.0002843568,0.8684886,0.0001004389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1242215,0.07448171,0.000003345866,0.37311,0.01055852,0.0004831451,0.0005573239,0.00002147889,0.416563],"genre_scores_gemma":[0.9772378,0.009443053,0.000040603,0.004635094,0.001443694,0.000009978121,0.00001249469,0.00001002528,0.007167251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8530163,"threshold_uncertainty_score":0.9974803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027927282046908,"score_gpt":0.2921908054691238,"score_spread":0.2719115326486547,"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."}}