{"id":"W7048788653","doi":"","title":"Nontransferability of the skills and qualifications among the Caribbean diaspora in Toronto, Canada","year":2021,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credential; Immigration; Racism; Diaspora; Unemployment; Government (linguistics); Qualitative research; Thematic analysis; Public policy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002131089,0.00007019883,0.0001005669,0.00001971422,0.0001802409,0.00003083531,0.0003001215,0.00002673467,0.009537177],"category_scores_gemma":[0.00002637247,0.00005350485,0.00004420614,0.000367277,0.0001130741,0.00005540612,0.0001563999,0.0002576662,3.077454e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006647592,"about_ca_system_score_gemma":0.0005237271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8354176,"about_ca_topic_score_gemma":0.9605871,"domain_scores_codex":[0.9991135,0.0002443596,0.0001224162,0.000173774,0.0001984046,0.0001475214],"domain_scores_gemma":[0.9992333,0.0001519591,0.00003783577,0.0004035874,0.0001154524,0.00005784988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005796419,0.0001293548,0.9715326,0.000009704897,0.00003494044,0.000006481199,0.000938907,0.0000244985,0.0003905181,0.01433356,0.0005815646,0.01201209],"study_design_scores_gemma":[0.0003170843,0.000004321791,0.9701307,0.00002023039,0.00001861925,1.235122e-7,0.01733769,0.00004921261,0.0005985415,0.00005341594,0.01140074,0.00006925673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962375,0.00006556776,0.0000808151,0.001965998,0.0000511483,0.0002303339,0.00004499967,0.000002702185,0.03518345],"genre_scores_gemma":[0.9954787,0.00001350983,0.00001836487,0.00002167566,0.00001426639,0.000001386741,0.000007482408,0.000002919475,0.004441663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251695,"threshold_uncertainty_score":0.9913682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004072158938398351,"score_gpt":0.2007956618239165,"score_spread":0.1967235028855182,"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."}}