{"id":"W3177091093","doi":"10.1145/3448016.3452755","title":"Dendrite","year":2021,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","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":[0.001279933,0.001087203,0.0007735121,0.00157579,0.0009896429,0.003397145,0.003103647,0.0009618331,0.0342481],"category_scores_gemma":[0.004571008,0.0008381356,0.000971627,0.001468988,0.0005305085,0.003064658,0.002911896,0.001672351,0.02408107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417876,"about_ca_system_score_gemma":0.00203475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003394155,"about_ca_topic_score_gemma":0.006751469,"domain_scores_codex":[0.9989303,0.0001120357,0.00009944768,0.000331694,0.0004345648,0.00009201979],"domain_scores_gemma":[0.9979505,0.0003919037,0.0001228962,0.0006191287,0.0007298428,0.0001857467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001913223,0.0004148504,0.009360161,0.00154958,0.0003330816,0.0005366426,0.001057443,0.01777088,0.04231462,0.05780883,0.4442544,0.4226863],"study_design_scores_gemma":[0.0002084116,0.0002537931,0.002612119,0.0001232154,0.000104051,0.0006299912,0.0001910515,0.1263143,0.0431724,0.02345764,0.8027741,0.0001590055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01632832,0.0008599734,0.4673607,0.0005796067,0.0005446947,0.0005954672,0.02448018,0.4188768,0.07037436],"genre_scores_gemma":[0.1788448,0.001532865,0.5436956,0.001000645,0.0001642412,0.001773423,0.1015452,0.05770632,0.1137369],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0342481,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007026152858062251,"score_gpt":0.2164249323590914,"score_spread":0.2093987795010291,"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."}}