{"id":"W2373006275","doi":"","title":"International S&T Talents Strategy of Canada and Its Revelations","year":2013,"lang":"en","type":"article","venue":"Global Science,Technology and Economy Outlook","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Humanism; Service (business); Scale (ratio); Business; Engineering management; Economic growth; Engineering; Marketing; Political science; Economics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001178396,0.00008334716,0.0001000337,0.0003109896,0.0002206158,0.0001231603,0.0002769322,0.00004386671,0.0003742088],"category_scores_gemma":[0.00002704896,0.0000788736,0.00001118839,0.0004607179,0.0002956926,0.0008640909,0.000317378,0.00005001678,0.00004947406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004479713,"about_ca_system_score_gemma":0.00005468426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237442,"about_ca_topic_score_gemma":0.01330316,"domain_scores_codex":[0.9992905,0.00000125974,0.0001649785,0.0002307211,0.00009293536,0.0002195695],"domain_scores_gemma":[0.9996796,0.000003912999,0.0001085578,0.00009675261,0.00009254025,0.00001865679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003530618,0.0000352899,0.2799909,0.00005020175,0.00003888963,0.00000430443,0.00001124734,0.00007494404,0.00007163676,0.6950775,0.003816882,0.02082461],"study_design_scores_gemma":[0.001003923,0.0000270204,0.5061339,0.00005214599,0.0000454891,0.00001623177,0.001478204,0.009752542,0.0001112016,0.1170977,0.3637711,0.0005105436],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8073767,0.00006519001,0.0000146694,0.001998387,0.0001019391,0.0001417983,0.000002975592,0.00002543527,0.1902729],"genre_scores_gemma":[0.9986715,0.000008860559,0.00003461591,0.0003883446,0.00004742383,0.00001313234,0.000002629117,0.000001944103,0.0008315111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5779798,"threshold_uncertainty_score":0.9942023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00765817572760147,"score_gpt":0.1959247300172108,"score_spread":0.1882665542896093,"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."}}