{"id":"W4243582271","doi":"10.5489/cuaj.11053","title":"Forging alliances","year":2011,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association","funders":"European Association of Urology","keywords":"Forging; Materials science; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01837054,0.0007775275,0.0007524976,0.002530257,0.02144987,0.01618072,0.002823389,0.00422342,0.03191478],"category_scores_gemma":[0.04507405,0.0006343793,0.0008343033,0.00176491,0.01052971,0.01307871,0.02547621,0.01214338,0.007210133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006573447,"about_ca_system_score_gemma":0.01614363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004100476,"about_ca_topic_score_gemma":0.00697143,"domain_scores_codex":[0.9793656,0.008482001,0.0005262911,0.001641362,0.004748791,0.005236018],"domain_scores_gemma":[0.9533426,0.006574835,0.002459372,0.004948041,0.008577148,0.02409804],"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":[0.0001047762,0.000351549,0.005484669,0.0001248548,0.00005969038,0.001908496,0.09533507,0.000396921,0.001637673,0.6692445,0.1175982,0.1077537],"study_design_scores_gemma":[0.00003334795,0.0001037947,0.001828204,0.0001797133,0.00002598918,0.00050362,0.04882321,0.0004941716,0.0004086475,0.1687348,0.7788049,0.00005953136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1076786,0.001910068,0.0415461,0.07566392,0.006356713,0.00080627,0.0001154301,0.0006179535,0.7653049],"genre_scores_gemma":[0.748824,0.0007158904,0.0133205,0.009874516,0.000708716,0.0004708802,0.0001584172,0.00023859,0.2256885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03191478,"threshold_uncertainty_score":0.1067656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961109282572175,"score_gpt":0.2127761675128695,"score_spread":0.1931650746871478,"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."}}