{"id":"W2594550289","doi":"10.1145/3038462.3038472","title":"EulerianGrapher","year":2017,"lang":"en","type":"article","venue":"","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005506376,0.001005213,0.0006178218,0.003177044,0.0007519381,0.002087138,0.0008422551,0.0008349705,0.06334285],"category_scores_gemma":[0.003114933,0.000471069,0.00073876,0.002452552,0.0009332632,0.003219201,0.002090874,0.001323469,0.01508123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006477047,"about_ca_system_score_gemma":0.0009193517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003288427,"about_ca_topic_score_gemma":0.004318617,"domain_scores_codex":[0.9994701,0.0001165826,0.00003044707,0.0001510326,0.0001802025,0.00005168603],"domain_scores_gemma":[0.9991288,0.0003879732,0.00008760793,0.0001710185,0.000153887,0.00007073311],"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":[0.0002461046,0.00004312702,0.002014668,0.0007077648,0.00007128531,0.0005547633,0.001115023,0.02004234,0.01297579,0.4967054,0.1209521,0.3445717],"study_design_scores_gemma":[0.00004182172,0.00003179469,0.001007972,0.0001683651,0.00003029857,0.0006762531,0.0001896987,0.08615861,0.009963629,0.2386573,0.663006,0.00006831712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.009300913,0.001332568,0.8884699,0.001557138,0.0005684994,0.0001233649,0.007250995,0.03013158,0.061265],"genre_scores_gemma":[0.1648167,0.003216901,0.7261633,0.000643858,0.0003276269,0.0004093813,0.01111114,0.0112255,0.08208568],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.06334285,"threshold_uncertainty_score":0.211903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418900718392285,"score_gpt":0.2718810142192168,"score_spread":0.2476920070352939,"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."}}