{"id":"W6926518521","doi":"10.25335/97f1-f689","title":"A study of international activity in Canadian universities","year":2024,"lang":"en","type":"article","venue":"Michigan State University Libraries","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Focus (optics)","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":[0.001446616,0.0003280719,0.0003948998,0.006466482,0.01803923,0.004600027,0.001233515,0.0007562908,0.004405447],"category_scores_gemma":[0.004400633,0.0003438059,0.0003059043,0.0172054,0.002728567,0.00167436,0.002595775,0.00121113,0.0003457905],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07585864,"about_ca_system_score_gemma":0.08415557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877335,"about_ca_topic_score_gemma":0.996294,"domain_scores_codex":[0.997903,0.0002610518,0.00006112963,0.0001355283,0.000576103,0.001063207],"domain_scores_gemma":[0.9938094,0.0006491182,0.0009967664,0.00009278422,0.001919197,0.002532623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002062858,0.0004562045,0.7265776,0.0001398992,0.00003258554,0.0008084324,0.2282971,0.0002025252,0.00129414,0.006324425,0.003345317,0.03231543],"study_design_scores_gemma":[0.000006639146,0.00009082676,0.6651528,0.00006219139,0.00001703094,0.00009966402,0.3101044,0.0001529875,0.0002682422,0.0001119835,0.02390007,0.00003309398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841591,0.0002867338,0.00006205402,0.0005676941,0.000008830794,0.00004653397,0.0003235342,0.000005229508,0.01454032],"genre_scores_gemma":[0.991456,0.0005372891,0.0001531753,0.0002078554,0.000008966264,0.00002201642,0.0002594939,0.000005485125,0.007349649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9241413,"threshold_uncertainty_score":0.5503955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069356934055194,"score_gpt":0.1854641804223293,"score_spread":0.1747706110817774,"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."}}