{"id":"W2261983082","doi":"10.6084/m9.figshare.1004149.v1","title":"Quantification of cavitation in mechanical heart valves","year":2014,"lang":"en","type":"dataset","venue":"Figshare","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cavitation; Mechanical heart; Marine engineering; Cardiology; Biomedical engineering; Engineering; Medicine; Mechanics; Physics","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":[0.001425265,0.002890272,0.002013845,0.003722579,0.0006794167,0.001793428,0.002753683,0.003163193,0.008741355],"category_scores_gemma":[0.004558324,0.0006349225,0.002290515,0.002326637,0.0005941975,0.0007951235,0.001757141,0.001467234,0.01362633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134951,"about_ca_system_score_gemma":0.001435215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02100917,"about_ca_topic_score_gemma":0.03534354,"domain_scores_codex":[0.9989225,0.0001609634,0.0001368867,0.0003452789,0.0003054578,0.0001289908],"domain_scores_gemma":[0.9980568,0.000767693,0.0002193714,0.0004288294,0.0004040607,0.0001232144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006718381,0.0001926014,0.008981428,0.004517046,0.0004532158,0.0002756537,0.00005901536,0.006155055,0.001599765,0.0005246281,0.9463488,0.03022103],"study_design_scores_gemma":[0.002018807,0.000436353,0.1056852,0.002017491,0.001120546,0.001949255,0.0004325469,0.03916581,0.01269541,0.00692413,0.827177,0.0003774056],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005455446,0.001644995,0.001020863,0.0003109457,0.0001568547,0.00005513179,0.9882171,0.002221975,0.0009166769],"genre_scores_gemma":[0.007699668,0.0003382961,0.001461914,0.00007778257,0.00003583258,0.0001155288,0.989296,0.00009627848,0.0008786418],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02100917,"threshold_uncertainty_score":0.0417738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03713210919127659,"score_gpt":0.2669548572573073,"score_spread":0.2298227480660308,"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."}}