{"id":"W7000227082","doi":"","title":"Encountering globalization: professional groups in an international context","year":2009,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Context (archaeology); Affect (linguistics); International market; Control (management); Professional association","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":[0.004964058,0.0002762421,0.000357075,0.001569916,0.01408624,0.01024905,0.0007527887,0.003504717,0.01486701],"category_scores_gemma":[0.004748344,0.0002106256,0.0003045979,0.002305431,0.01559805,0.008689423,0.01078983,0.003353323,0.0007284234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004034999,"about_ca_system_score_gemma":0.005149994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007525617,"about_ca_topic_score_gemma":0.009924319,"domain_scores_codex":[0.9952415,0.002669916,0.000114165,0.0002571984,0.0004660296,0.001251206],"domain_scores_gemma":[0.9958515,0.001297428,0.0005307883,0.0001491839,0.000278974,0.001892168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004685069,0.0001044005,0.02437198,0.0002108143,0.00001428905,0.002112658,0.5971855,0.0001035859,0.0004151032,0.2920146,0.03184928,0.05157089],"study_design_scores_gemma":[0.00001021664,0.00005750068,0.01781111,0.0004308598,0.000008160216,0.0007076067,0.6218706,0.00005816472,0.00006010907,0.02430377,0.3346585,0.00002327269],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4168019,0.01009498,0.001112712,0.1468934,0.001847976,0.0000479595,0.00004954305,0.00003181757,0.4231198],"genre_scores_gemma":[0.9658789,0.004462165,0.0003055412,0.009665795,0.0008378277,0.00003723616,0.00002711237,0.00003007151,0.01875547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01486701,"threshold_uncertainty_score":0.04973507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08017615026150868,"score_gpt":0.4586872691313494,"score_spread":0.3785111188698408,"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."}}