{"id":"W2916985433","doi":"10.5281/zenodo.17182","title":"Bindle: 2.0.0","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","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":[0.003772849,0.002696912,0.001868712,0.001505166,0.0008857087,0.005842376,0.005595061,0.003373486,0.188623],"category_scores_gemma":[0.006711268,0.002915211,0.002360733,0.000980238,0.0009527939,0.006329453,0.004222243,0.006934861,0.2661981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129397,"about_ca_system_score_gemma":0.001479686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002643897,"about_ca_topic_score_gemma":0.001865417,"domain_scores_codex":[0.9975197,0.0004168824,0.0001753099,0.0004476225,0.0009569736,0.0004834498],"domain_scores_gemma":[0.9973418,0.0006310755,0.0001226301,0.001025278,0.0006011987,0.0002780353],"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":[0.001330097,0.0001923375,0.0006597501,0.001123224,0.0001657521,0.0001614578,0.0003038182,0.00292568,0.009427504,0.04364185,0.8499365,0.09013192],"study_design_scores_gemma":[0.0003365774,0.0001259393,0.0006397737,0.0003240673,0.00006993844,0.0002545477,0.00006059558,0.0101931,0.02134384,0.03285119,0.9335997,0.0002007782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001458092,0.0006608238,0.1225061,0.0005491942,0.0007454142,0.0001433699,0.01633504,0.8043745,0.05322755],"genre_scores_gemma":[0.04535228,0.001137774,0.1120948,0.00288682,0.0003801074,0.0008067014,0.08903141,0.6376695,0.1106407],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.188623,"threshold_uncertainty_score":0.6310067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03843416258970631,"score_gpt":0.2167253914736843,"score_spread":0.178291228883978,"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."}}