{"id":"W2058214224","doi":"10.1007/s12134-010-0149-1","title":"The Integration of Immigrant Teachers in Manitoba, Canada: Critical Issues and Perspectives","year":2010,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Immigration; Certification; Demographics; Equity (law); Sociology; Political science; Educational equity; Public relations; Pedagogy; Gender studies; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005929914,0.0005571505,0.000988344,0.004494085,0.05731728,0.01352615,0.005065681,0.003479036,0.003280347],"category_scores_gemma":[0.01099156,0.0005422594,0.0005365571,0.01094488,0.01623508,0.002975893,0.008966769,0.005749492,0.0002008187],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1671466,"about_ca_system_score_gemma":0.3977018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973273,"about_ca_topic_score_gemma":0.9988575,"domain_scores_codex":[0.9921027,0.001535028,0.0001688869,0.0002355943,0.0008999048,0.005057969],"domain_scores_gemma":[0.9873775,0.0019898,0.0006506611,0.0001739391,0.006448771,0.003359339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001329088,0.0001636908,0.05789398,0.0004547369,0.00005120428,0.002807442,0.8714828,0.0002183123,0.0004738881,0.02985072,0.01193455,0.0245358],"study_design_scores_gemma":[0.000005562763,0.00001481954,0.02225731,0.0002878837,0.00002241749,0.0001137547,0.9620028,0.00003593452,0.00009011608,0.0004197545,0.01472882,0.00002078527],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8358534,0.01980579,0.0003122697,0.09546079,0.00066949,0.0001795895,0.000257513,0.0000179869,0.04744318],"genre_scores_gemma":[0.9733858,0.008863238,0.0002999652,0.00756017,0.00009625887,0.00007367764,0.00009132973,0.00002128698,0.009608213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671466,"threshold_uncertainty_score":0.9659919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244686253073405,"score_gpt":0.3456354692295294,"score_spread":0.3211668439221889,"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."}}