{"id":"W4413595978","doi":"10.64628/aam.mgejudred","title":"Canada should focus on building ties with countries that share its values — but tread carefully","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Tread; Focus (optics); Business; Political science; Economic geography; Regional science; Economics; Sociology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01231386,0.000751209,0.001323046,0.002700916,0.03172686,0.0230123,0.003837737,0.02377277,0.02968251],"category_scores_gemma":[0.04686443,0.0008330322,0.00105233,0.00287079,0.01002311,0.01653796,0.009953456,0.02839404,0.00662065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04326275,"about_ca_system_score_gemma":0.3092084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8896946,"about_ca_topic_score_gemma":0.9290594,"domain_scores_codex":[0.9816532,0.003002038,0.0004662762,0.001073372,0.005346829,0.008458232],"domain_scores_gemma":[0.9356983,0.008005355,0.001053408,0.001746499,0.01903545,0.03446106],"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":[0.00003571347,0.00009208389,0.00244372,0.0001517849,0.00007309188,0.0002819668,0.002986839,0.000461891,0.0002374076,0.1980212,0.7671801,0.02803421],"study_design_scores_gemma":[0.00004943575,0.00002190897,0.003480003,0.0004500925,0.0000480769,0.0001088026,0.0150697,0.0004969898,0.0003091518,0.08237091,0.897474,0.00012092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004341687,0.001534667,0.002850684,0.9061946,0.0086328,0.0001293363,0.0002049293,0.0002549508,0.07585628],"genre_scores_gemma":[0.1495653,0.002637348,0.01420053,0.6123784,0.002116924,0.0002992312,0.0002996253,0.0005547595,0.217948],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1103054,"threshold_uncertainty_score":0.3138947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069603478841585,"score_gpt":0.4164436197713532,"score_spread":0.3094832718871947,"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."}}