{"id":"W2791653235","doi":"10.11575/prism/33986","title":"Categories for Immigration to Canada.","year":2013,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Law","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":[0.0008531546,0.0008126093,0.0003359311,0.009387188,0.01319179,0.003724176,0.001366844,0.001285282,0.06825259],"category_scores_gemma":[0.003485802,0.0002639017,0.0006735181,0.01059105,0.001588037,0.001142347,0.002096409,0.001549737,0.009795691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04635986,"about_ca_system_score_gemma":0.1035726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906715,"about_ca_topic_score_gemma":0.9945221,"domain_scores_codex":[0.9981052,0.00009930519,0.00008758322,0.000121896,0.0007935409,0.0007925107],"domain_scores_gemma":[0.9961435,0.000131442,0.000176913,0.00009505221,0.002714494,0.0007386295],"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":[0.00002488822,0.00001741676,0.00719113,0.0001932494,0.000005627089,0.0001425202,0.003690496,0.00008757511,0.0001240717,0.0776763,0.8575875,0.05325922],"study_design_scores_gemma":[0.000004128262,0.000005168212,0.01572281,0.0002005525,0.000004819459,0.00007897093,0.003266012,0.00005985517,0.00004650376,0.001464839,0.9791234,0.00002303697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0141292,0.009092214,0.001407352,0.01496048,0.003740064,0.0007818012,0.08914202,0.0005770028,0.8661699],"genre_scores_gemma":[0.122337,0.008538316,0.009304392,0.008023389,0.0004036893,0.0008205515,0.06299876,0.0004870851,0.7870868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06825259,"threshold_uncertainty_score":0.3363659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006072009345262952,"score_gpt":0.1734619475107537,"score_spread":0.1673899381654908,"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."}}