{"id":"W7133047315","doi":"","title":"Employment facilitation programs for professional immigrants in the Greater Toronto area: surveying participants' opinions about the programs","year":2008,"lang":"","type":"dissertation","venue":"TSpace","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Context (archaeology); Argument (complex analysis); Affect (linguistics); Conversation; Economic shortage; Workforce","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":[0.003081828,0.0002394648,0.0002114688,0.0005134335,0.005658105,0.001419214,0.0008039131,0.0008794834,0.003754599],"category_scores_gemma":[0.00670709,0.0003344689,0.0002196355,0.0005023073,0.001768034,0.0005471332,0.001824289,0.001420207,0.0002911005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008704123,"about_ca_system_score_gemma":0.01777906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5364965,"about_ca_topic_score_gemma":0.762987,"domain_scores_codex":[0.9987208,0.0003977476,0.00005294442,0.0000712725,0.0002357772,0.0005214017],"domain_scores_gemma":[0.9949856,0.001041823,0.0004154595,0.00008408434,0.0008255491,0.002647466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00034963,0.0007043166,0.1900163,0.0007374815,0.00002047397,0.001937856,0.7314993,0.0001397896,0.005662731,0.0005869546,0.009600302,0.05874497],"study_design_scores_gemma":[0.00002834221,0.0007692509,0.1627488,0.0002728261,0.00001819055,0.0001839459,0.8152868,0.0002094164,0.0004013877,0.00004737987,0.01999501,0.00003863008],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944519,0.0002264472,0.00006668803,0.002106292,0.00002998364,0.0002008756,0.00010152,0.000008622812,0.002807627],"genre_scores_gemma":[0.9922637,0.0008759777,0.0005545684,0.001387535,0.00004839458,0.0002771755,0.00008010085,0.000008578905,0.004503955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4635035,"threshold_uncertainty_score":0.9324663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483682261366729,"score_gpt":0.4494533148980963,"score_spread":0.3010850887614235,"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."}}