{"id":"W2321270711","doi":"10.3934/mbe.2013.10.1687","title":"Carlos is a Canadian","year":2013,"lang":"en","type":"article","venue":"Mathematical Biosciences & Engineering","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Environmental science","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":[0.001569169,0.0003394615,0.0006484808,0.001035862,0.01232335,0.00666477,0.000573213,0.002334603,0.03396297],"category_scores_gemma":[0.005716299,0.0002909442,0.0005510545,0.001188216,0.003463254,0.001793244,0.001593622,0.003168159,0.004259937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02584736,"about_ca_system_score_gemma":0.05390119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8863896,"about_ca_topic_score_gemma":0.9068148,"domain_scores_codex":[0.997918,0.0001848867,0.00004868627,0.0004906904,0.0007899553,0.0005679336],"domain_scores_gemma":[0.9952102,0.000367942,0.0002156179,0.0001855832,0.002517933,0.001502719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001029851,0.00002476952,0.00608399,0.00009666041,0.00004464064,0.0006803444,0.001666086,0.0003620114,0.0006142127,0.6905066,0.2653818,0.03443599],"study_design_scores_gemma":[0.00001194961,0.00001040525,0.002787472,0.0001045437,0.00002216572,0.0003642208,0.001118588,0.0003382211,0.0003052637,0.02111902,0.9737676,0.00005045166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02662013,0.007509015,0.006860216,0.2126956,0.008053302,0.00007190726,0.001590543,0.0003308318,0.7362683],"genre_scores_gemma":[0.3971254,0.007054128,0.00455464,0.04536105,0.001144683,0.00003672915,0.0004460434,0.000213332,0.544064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1136104,"threshold_uncertainty_score":0.2285589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841503356645695,"score_gpt":0.1910161258354829,"score_spread":0.1726010922690259,"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."}}