{"id":"W4324028582","doi":"10.32920/22266007.v1","title":"Expanding Canada’s borders","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pretext; Refugee; Reputation; Political science; Irregular migration; Public administration; Business; Law; Sociology; Ethnology","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":[0.003779731,0.0004501227,0.0004892115,0.001913874,0.01830917,0.01315674,0.001834655,0.00455227,0.04010377],"category_scores_gemma":[0.007954037,0.0003665188,0.0007467598,0.002091577,0.006213753,0.004578513,0.009627899,0.00509842,0.002479185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06999816,"about_ca_system_score_gemma":0.25902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696863,"about_ca_topic_score_gemma":0.9833907,"domain_scores_codex":[0.9951872,0.0004800554,0.00008017406,0.0005049795,0.001111071,0.002636562],"domain_scores_gemma":[0.9868657,0.0009187323,0.0002034357,0.0005351929,0.00328832,0.008188564],"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":[0.0001055543,0.00008654511,0.01050171,0.0002260572,0.00004676927,0.001089874,0.01169338,0.0007793675,0.001179969,0.3673893,0.4863987,0.1205028],"study_design_scores_gemma":[0.00002033747,0.00002033034,0.00842281,0.0003463956,0.00001947211,0.0001016796,0.008410401,0.000176296,0.0001843028,0.00734376,0.9749178,0.00003646219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07623404,0.01947094,0.003283856,0.3840895,0.006391106,0.0001502802,0.001395849,0.0002964399,0.5086879],"genre_scores_gemma":[0.6198151,0.01174273,0.00593272,0.1178499,0.0007860218,0.0001428559,0.001087655,0.0002955649,0.2423475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06999816,"threshold_uncertainty_score":0.5078746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06286679342255856,"score_gpt":0.3882900365262375,"score_spread":0.3254232431036789,"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."}}