{"id":"W7103478320","doi":"","title":"Classification of Canadian immigrants into visible minority\\ngroups using country of birth and mother tongue","year":2013,"lang":"en","type":"article","venue":"PubMed Central","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":[0.0009939522,0.0004952859,0.000356774,0.007675246,0.004076227,0.002109269,0.001092522,0.0003978752,0.007196557],"category_scores_gemma":[0.003137104,0.0001582196,0.0006196969,0.007870654,0.0008009448,0.0004136531,0.00108531,0.0004558468,0.0006730096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009632715,"about_ca_system_score_gemma":0.02627025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9824963,"about_ca_topic_score_gemma":0.9890504,"domain_scores_codex":[0.999206,0.00005102967,0.00006468422,0.00008870676,0.0002301155,0.0003595008],"domain_scores_gemma":[0.9981803,0.0001420761,0.0002467461,0.00006132221,0.001104878,0.0002646815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001598652,0.00006143098,0.8006489,0.000515264,0.0002745565,0.001511272,0.02645129,0.0002279992,0.007119698,0.006075,0.02208742,0.1334285],"study_design_scores_gemma":[0.00002694725,0.00006301744,0.9417311,0.0003950628,0.0001807865,0.0007869616,0.02583284,0.0005044024,0.001169943,0.0004539199,0.02877188,0.00008304796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686577,0.002573213,0.0005046805,0.000711126,0.0001324852,0.0001044734,0.008254003,0.00005003088,0.01901235],"genre_scores_gemma":[0.9880183,0.001612095,0.001240733,0.0001592848,0.00001845339,0.00003734305,0.00302405,0.00003389805,0.005855969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01750374,"threshold_uncertainty_score":0.06989062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491382826554109,"score_gpt":0.256924391848442,"score_spread":0.2320105635829009,"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."}}