{"id":"W4241952288","doi":"10.1063/1.5001459.15","title":"10.1063/1.5001459.15","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":[0.001232768,0.003693451,0.002011538,0.003066815,0.0008759813,0.003077325,0.00524043,0.002830154,0.2084613],"category_scores_gemma":[0.003052921,0.0007706996,0.001468115,0.005659595,0.0007151875,0.001742242,0.003284069,0.002219725,0.4440645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124562,"about_ca_system_score_gemma":0.001301419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096877,"about_ca_topic_score_gemma":0.01699249,"domain_scores_codex":[0.998862,0.0001641867,0.0001150658,0.0002920891,0.0003618582,0.0002048711],"domain_scores_gemma":[0.9991632,0.0001319914,0.00006186527,0.0003719687,0.0001775957,0.000093521],"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":[0.00005089268,0.00005723175,0.001106682,0.0005214674,0.00003537165,0.00005312982,0.00002186724,0.0009442199,0.0001376731,0.0005421462,0.9794119,0.01711743],"study_design_scores_gemma":[0.0001578137,0.00004395677,0.003147666,0.0002795956,0.00002084017,0.0001828438,0.00009057461,0.004292871,0.00101953,0.003215249,0.9875102,0.00003891332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008333813,0.0004773661,0.001021827,0.0003170998,0.0002466697,0.00008071425,0.98691,0.004969352,0.005143556],"genre_scores_gemma":[0.001394741,0.0002515025,0.001027956,0.00008377626,0.00002848238,0.0001492794,0.9934127,0.0001664886,0.003485128],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7915387,"threshold_uncertainty_score":0.6973724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151192100752893,"score_gpt":0.2585269663878103,"score_spread":0.2470150453802813,"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."}}