{"id":"W4243037001","doi":"10.1063/1.5001459.3","title":"10.1063/1.5001459.3","year":2017,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Spiral wave; False positive paradox; Core (optical fiber); Collision; Spiral (railway); Computer science; Artificial intelligence; Engineering; Computer security; Telecommunications; Mechanical engineering","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":[0.001196852,0.003832292,0.002083065,0.003222334,0.0009081919,0.003303328,0.005351869,0.002924462,0.2328419],"category_scores_gemma":[0.003037798,0.0007965227,0.001557723,0.006029697,0.0007396501,0.001748327,0.003530772,0.002344702,0.4796717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117836,"about_ca_system_score_gemma":0.001298548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153684,"about_ca_topic_score_gemma":0.01675755,"domain_scores_codex":[0.9988095,0.0001631612,0.0001201499,0.0003099458,0.0003823981,0.0002149232],"domain_scores_gemma":[0.9991434,0.0001327851,0.00006034089,0.0003810179,0.0001863982,0.00009600321],"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":[0.0000507077,0.00005809526,0.001143228,0.0004870999,0.00003542089,0.00005340723,0.0000202897,0.0009510768,0.0001452953,0.0005272657,0.9786068,0.01792117],"study_design_scores_gemma":[0.000145252,0.00004165545,0.003069157,0.0002714627,0.00002047203,0.0001815845,0.00008576088,0.004487136,0.0009803456,0.003054455,0.9876245,0.00003831424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008154498,0.0004913444,0.001169767,0.0003307919,0.0002764598,0.00008408027,0.985293,0.005803132,0.005736041],"genre_scores_gemma":[0.001413569,0.0002606591,0.001122019,0.00008799857,0.00003085516,0.0001516163,0.9927624,0.0001867507,0.003984119],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7671581,"threshold_uncertainty_score":0.7789338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127318577741961,"score_gpt":0.258976581421518,"score_spread":0.2477033956440984,"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."}}