{"id":"W7000856885","doi":"","title":"Global Immigration Clampdown 2024: Strict Rules in UK, Canada, Australia, Saudi Arabia","year":2024,"lang":"en","type":"other","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Government (linguistics); Globalization; Refugee","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":[0.002258448,0.0002283945,0.0002356707,0.001131427,0.004594958,0.00324175,0.0008205566,0.002129772,0.02410949],"category_scores_gemma":[0.006845492,0.0001827623,0.0004444001,0.00151614,0.001233394,0.001025252,0.003816477,0.002953184,0.002021888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01241555,"about_ca_system_score_gemma":0.04072692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.771153,"about_ca_topic_score_gemma":0.8659199,"domain_scores_codex":[0.998274,0.0001889481,0.0001201833,0.00006815067,0.0003756353,0.0009730702],"domain_scores_gemma":[0.9938779,0.0004439044,0.0006252013,0.0001679519,0.001644071,0.00324092],"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":[0.0003546688,0.0003068316,0.2476716,0.0005547872,0.00006683308,0.001693407,0.01515613,0.000784349,0.0005012828,0.02592752,0.4860384,0.2209442],"study_design_scores_gemma":[0.00003032024,0.00007549801,0.4954219,0.001001935,0.00002975434,0.0003984446,0.04116496,0.0002995667,0.0003122281,0.002156535,0.4590367,0.00007213984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.56545,0.006895626,0.0005913838,0.1635329,0.004584335,0.0003450884,0.009921524,0.0003209256,0.2483581],"genre_scores_gemma":[0.6859998,0.005473279,0.001424455,0.04108003,0.0006712819,0.0002383618,0.004396289,0.0002737013,0.2604428],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.228847,"threshold_uncertainty_score":0.4603895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233848257056494,"score_gpt":0.3277765466812078,"score_spread":0.3043917209755584,"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."}}