{"id":"W4402204389","doi":"10.18356/9789211066531","title":"Introduction to Putting Family First: Migration and Integration in Canada","year":2019,"lang":"en","type":"book","venue":"IOM migration research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Economic geography; Sociology; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002181354,0.0002594089,0.0003277645,0.0007591218,0.0006862389,0.000484625,0.0002630067,0.0002663392,0.0001974853],"category_scores_gemma":[0.001213736,0.0002738847,0.00003598336,0.0008723943,0.0001974581,0.0007433261,0.00007725338,0.0007204468,0.0000714735],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003520605,"about_ca_system_score_gemma":0.006928829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8978636,"about_ca_topic_score_gemma":0.9998928,"domain_scores_codex":[0.9962152,0.0005724835,0.0005463319,0.0006503011,0.001479859,0.0005357733],"domain_scores_gemma":[0.9980069,0.0003437132,0.0001689448,0.0003300138,0.0009358792,0.0002145449],"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":[0.0001710409,0.00003913019,0.001916605,0.0001731184,0.0000248524,0.00001098347,0.04470408,0.0009178572,0.001073438,0.09330258,0.8403293,0.01733698],"study_design_scores_gemma":[0.0001349139,0.0001402602,0.001533291,0.0002012082,0.000006241129,0.000001054852,0.01289251,0.001397866,0.00006231146,0.001607916,0.9817504,0.0002720698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4168998,0.001982485,0.00138959,0.3951573,0.005226414,0.0109695,0.0005005305,0.0003626119,0.1675118],"genre_scores_gemma":[0.04664986,0.004258816,0.0007697878,0.000455734,0.002538883,0.0002450893,0.0010105,0.00006425762,0.9440071],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7764953,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871431825328087,"score_gpt":0.320882737309691,"score_spread":0.2921684190564102,"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."}}