{"id":"W2286279794","doi":"10.5281/zenodo.16869","title":"padova: Version 0.1.2","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002702435,0.003556125,0.002892128,0.005181236,0.0007956666,0.008359149,0.005062878,0.001706205,0.3357761],"category_scores_gemma":[0.01468517,0.002993185,0.002415011,0.005755065,0.0009452078,0.006458984,0.004050218,0.00380589,0.5587755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007171038,"about_ca_system_score_gemma":0.001860574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044998,"about_ca_topic_score_gemma":0.001065901,"domain_scores_codex":[0.9978757,0.0004404103,0.0002937636,0.0005560283,0.0005505116,0.000283537],"domain_scores_gemma":[0.9955568,0.001228854,0.0002802103,0.001487501,0.001207387,0.0002393152],"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":[0.0005128386,0.00005483482,0.0006751437,0.001658436,0.0001624146,0.0001832524,0.00018262,0.001033609,0.001186834,0.006519465,0.927986,0.05984459],"study_design_scores_gemma":[0.0001472206,0.00005166583,0.00128235,0.0005540976,0.00009264767,0.0005311021,0.0000620201,0.001532357,0.002900849,0.01658204,0.9761434,0.0001203686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002243292,0.004342598,0.0895138,0.0009339167,0.001903399,0.0002380371,0.336706,0.5055385,0.05858048],"genre_scores_gemma":[0.01853159,0.00322956,0.05373753,0.0007507515,0.0007219167,0.0007036527,0.4858373,0.3730566,0.06343111],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3357761,"threshold_uncertainty_score":0.9474348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05462707296825168,"score_gpt":0.246100275909696,"score_spread":0.1914732029414443,"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."}}