{"id":"W4386165322","doi":"10.59962/9780774855402-007","title":"Characteristics of Immigrant Transnationalism in Vancouver","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transnationalism; Immigration; Geography; Sociology; Political science; Archaeology; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002276427,0.00005794751,0.0003169356,0.0002135814,0.0002033292,0.0000622584,0.0002864239,0.0003196902,0.001192593],"category_scores_gemma":[0.000009252774,0.0001875128,0.0001532708,0.0000115153,0.001165435,0.00006529348,0.00002940234,0.0002016117,0.000001813915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004107099,"about_ca_system_score_gemma":0.0006284027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870517,"about_ca_topic_score_gemma":0.9998634,"domain_scores_codex":[0.9990053,0.00002614923,0.000220866,0.0001885552,0.0004020455,0.0001571492],"domain_scores_gemma":[0.999311,0.00004492489,0.0002462469,0.0001165128,0.0001868635,0.00009440474],"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":[0.0001569063,0.0002192069,0.0003988828,0.00107392,0.0003760664,0.00285176,0.04625388,0.000002381642,0.00001459794,0.2605443,0.3637521,0.324356],"study_design_scores_gemma":[0.0003090255,0.00001250238,0.002450267,0.0002575971,0.00005261895,0.000001128499,0.0002504312,6.143778e-7,1.19277e-7,0.0008747267,0.9956266,0.0001643182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001672798,0.0001493083,0.00001410811,0.000005706207,0.0002912592,0.0002257217,0.001329756,0.00001472281,0.9962966],"genre_scores_gemma":[0.01033436,0.0006101091,0.00005826735,0.00001580945,0.0000472258,1.166673e-7,0.00001933548,0.00001207734,0.9889027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6318746,"threshold_uncertainty_score":0.9997205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419668976955475,"score_gpt":0.1837313909286907,"score_spread":0.169534701159136,"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."}}