{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002225709,0.00007927569,0.00006690712,0.0001160629,0.0003979316,0.0002008438,0.00037664,0.00003058353,0.001702066],"category_scores_gemma":[0.0001053862,0.00008313041,0.00002202554,0.000279177,0.00003929894,0.0001024944,0.0001897308,0.0001342391,0.009143935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006973825,"about_ca_system_score_gemma":0.000001761068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001631161,"about_ca_topic_score_gemma":4.094754e-8,"domain_scores_codex":[0.99929,0.0000706946,0.0001076071,0.0001340184,0.0002146467,0.0001829772],"domain_scores_gemma":[0.9994689,0.00001061332,0.00001423251,0.0001657151,0.0001873611,0.0001531566],"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":[0.00002364999,0.00003796212,0.000001529311,0.00003085834,0.00004267388,0.00001615454,0.001528126,0.03514899,0.00176493,0.006136952,0.7103649,0.2449032],"study_design_scores_gemma":[0.0002272937,0.00007577583,0.0001310313,0.000006319102,0.000004021715,0.00007340891,0.0000768277,0.009081606,0.0003354518,0.001531707,0.9883456,0.0001109196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02481566,0.0002854432,0.2112623,0.000462127,0.0002961729,0.000330881,0.00007739117,0.004009374,0.7584606],"genre_scores_gemma":[0.9970012,0.0000125889,0.0009688021,0.00008740613,0.0001660175,1.624689e-8,0.0004383773,0.000923407,0.0004021254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9721856,"threshold_uncertainty_score":0.9992105,"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."}}