{"id":"W6927913384","doi":"10.3389/fpos.2022.874195.s001","title":"Data_Sheet_1_Effects of Linguistic Distance on Cognitive Skills, Health, and Social Outcomes in Canadian Immigrants.PDF","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microdata (statistics); Numeracy; Immigration; Literacy; Cognition; Sample (material); Language proficiency; Multilingualism","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":[0.00237074,0.001736505,0.00165072,0.004694663,0.003367853,0.003309974,0.004491927,0.001538099,0.1016977],"category_scores_gemma":[0.01531641,0.001071051,0.002690692,0.009299582,0.0006307088,0.0009568435,0.00216941,0.001945206,0.02048818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01669092,"about_ca_system_score_gemma":0.03907228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9703923,"about_ca_topic_score_gemma":0.9815716,"domain_scores_codex":[0.9985245,0.0001230034,0.0001465738,0.0002072132,0.0005566273,0.0004422408],"domain_scores_gemma":[0.9901474,0.001351887,0.0007217582,0.0008880969,0.006032474,0.0008582771],"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":[0.00009137893,0.0000228348,0.01189453,0.0008835752,0.000121114,0.00002590784,0.00008652871,0.0003388434,0.00003943961,0.0006080173,0.9822285,0.003659299],"study_design_scores_gemma":[0.001115199,0.00005116766,0.1907029,0.002248914,0.0004507487,0.0001176684,0.0007175351,0.001130056,0.0003893655,0.001163417,0.8017374,0.0001755981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002966779,0.00006923648,0.00003009663,0.00009467765,0.00001405979,0.00003376531,0.9988213,0.00003958626,0.0006004826],"genre_scores_gemma":[0.003053644,0.0001923088,0.0005226827,0.0001342862,0.00001640916,0.0005662654,0.9922075,0.00005475404,0.003252106],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1016977,"threshold_uncertainty_score":0.3402126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696622401169177,"score_gpt":0.3059543167653694,"score_spread":0.2889880927536777,"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."}}