{"id":"W4376850019","doi":"10.1111/imig.13151/v1/review1","title":"Review for \"Labour market integration of newcomers to Canada: The perspectives of newcomers in a smaller urban centre\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Economic geography; Market integration; Geography; Regional science; Sociology; Economics; Microeconomics","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":[0.02976985,0.001230701,0.003558229,0.01057759,0.005924253,0.01014644,0.005791885,0.007937352,0.0308674],"category_scores_gemma":[0.1232835,0.0008309495,0.002218654,0.00992414,0.003953488,0.003204843,0.00283548,0.004604018,0.009119542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02407629,"about_ca_system_score_gemma":0.1814195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4244167,"about_ca_topic_score_gemma":0.645228,"domain_scores_codex":[0.9777524,0.003378967,0.002452876,0.001113314,0.01327756,0.002024889],"domain_scores_gemma":[0.6729406,0.03314674,0.008508307,0.004143117,0.2694429,0.01181834],"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":[0.00002962694,0.000008485753,0.00009636278,0.003404961,0.00004162689,0.00003525021,0.00007800749,0.00001209686,0.00004067591,0.0005315957,0.9764944,0.01922691],"study_design_scores_gemma":[0.00006521586,0.00002176412,0.00291712,0.01122698,0.0001822513,0.00007500109,0.0002139557,0.0000321032,0.00006940451,0.0003369326,0.9848251,0.00003421274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0009352205,0.2919886,0.0006429552,0.3348611,0.3264267,0.001667829,0.006704478,0.0002759949,0.0364972],"genre_scores_gemma":[0.01614865,0.5003766,0.003989752,0.1692581,0.1123494,0.002902837,0.0103058,0.0005087745,0.1841601],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5755833,"threshold_uncertainty_score":0.8438926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05796069258312835,"score_gpt":0.3398829275544765,"score_spread":0.2819222349713481,"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."}}