{"id":"W6979801834","doi":"","title":"Alberta steps up recruitment of foreign professionals","year":2003,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Context (archaeology)","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":[0.01645474,0.0007141723,0.0006684453,0.004448044,0.01107912,0.008511894,0.00432721,0.007122241,0.05130666],"category_scores_gemma":[0.02632205,0.000768353,0.0007670347,0.002340709,0.002496316,0.002781895,0.01116914,0.006332137,0.01511133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01862849,"about_ca_system_score_gemma":0.2447544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.600742,"about_ca_topic_score_gemma":0.8334668,"domain_scores_codex":[0.9881557,0.002531894,0.0004240172,0.000508277,0.004075755,0.004304314],"domain_scores_gemma":[0.9466198,0.004548364,0.000695324,0.001591906,0.01528466,0.03125988],"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":[0.000265711,0.0005006932,0.01146912,0.0003253771,0.00003784242,0.0006220345,0.001987995,0.0003253146,0.0007988563,0.01355099,0.7741752,0.195941],"study_design_scores_gemma":[0.0002455138,0.0002998378,0.03175439,0.0006620865,0.00006815293,0.0002783668,0.009768736,0.0005434614,0.0007268263,0.006910189,0.9486514,0.00009107616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04516714,0.007175569,0.01533579,0.5208799,0.02146613,0.004129995,0.002179964,0.002639816,0.3810258],"genre_scores_gemma":[0.1798979,0.005509011,0.07430335,0.2023001,0.002496514,0.002432793,0.003206501,0.0005600254,0.5292937],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.399258,"threshold_uncertainty_score":0.8032185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08514404236871258,"score_gpt":0.3313085620657401,"score_spread":0.2461645196970275,"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."}}