{"id":"W4380608279","doi":"10.1038/d41586-023-01968-0","title":"Opening doors: how I crafted career opportunities abroad","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Passion; China; Doors; Parasitology; Political science; Management; Library science; Biology; Psychology; Law; Engineering; Zoology; Computer science; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01347886,0.0009107513,0.0005299847,0.002136194,0.02439479,0.02318494,0.003901727,0.006378422,0.04458884],"category_scores_gemma":[0.04353485,0.001108746,0.001520081,0.0009725101,0.0103614,0.01523861,0.02127753,0.02044385,0.01350692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004775689,"about_ca_system_score_gemma":0.01193197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005485317,"about_ca_topic_score_gemma":0.01453519,"domain_scores_codex":[0.988424,0.006429561,0.0002540804,0.001074738,0.001340436,0.002477265],"domain_scores_gemma":[0.968183,0.007057703,0.0007968788,0.001938703,0.003629263,0.01839447],"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":[0.0001938783,0.0009872646,0.008504068,0.0003073804,0.00004043239,0.001591848,0.3076618,0.0005579143,0.001491782,0.09725582,0.3909399,0.1904679],"study_design_scores_gemma":[0.00002864137,0.000128984,0.001163263,0.0006082059,0.00001757619,0.0004099573,0.2082197,0.0003916655,0.0004173761,0.02314916,0.7653618,0.0001035254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1387912,0.002763681,0.05779724,0.2483785,0.03404211,0.0008066425,0.000334926,0.00175739,0.5153282],"genre_scores_gemma":[0.5376222,0.001725697,0.04844269,0.05328131,0.002746282,0.0009578303,0.000320403,0.002595901,0.3523076],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04458884,"threshold_uncertainty_score":0.1491645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09905167186440854,"score_gpt":0.4182595240868265,"score_spread":0.319207852222418,"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."}}