{"id":"W2296349893","doi":"10.14288/1.0106775","title":"A study of the social adjustment of Baltic newcomers in British Columbia and an evaluation of the methods and techniques used","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Baltic sea; Geography; Political science; Oceanography; Geology","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":[0.003632321,0.0008860645,0.000818042,0.003682114,0.01361934,0.002779308,0.002297764,0.001054493,0.002474181],"category_scores_gemma":[0.008419313,0.000861778,0.0002711807,0.007834859,0.00387138,0.0008949422,0.002515848,0.002148786,0.0004281087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02305244,"about_ca_system_score_gemma":0.02276832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9207702,"about_ca_topic_score_gemma":0.9764323,"domain_scores_codex":[0.9963816,0.001592188,0.0001548828,0.0003289306,0.0007778576,0.0007644925],"domain_scores_gemma":[0.9926338,0.001892001,0.0004976149,0.0003816015,0.002965443,0.001629505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000412696,0.001205147,0.1886416,0.0005707759,0.00005404253,0.004073552,0.7132215,0.0002366233,0.004383327,0.000500427,0.001663623,0.0850367],"study_design_scores_gemma":[0.00003607252,0.0005476978,0.468619,0.0001421359,0.0000238747,0.0002590877,0.520054,0.0001941028,0.0005765051,0.00009026291,0.00937448,0.00008279239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935601,0.0004490674,0.0003021436,0.0002334032,0.00003536766,0.0008612401,0.0001622684,0.000009910233,0.004386504],"genre_scores_gemma":[0.9764653,0.002222426,0.003842877,0.0004722825,0.00003921433,0.00142555,0.0005279143,0.00002108619,0.01498338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07922977,"threshold_uncertainty_score":0.167258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619674583523194,"score_gpt":0.3176677563808626,"score_spread":0.2714710105456307,"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."}}