{"id":"W4255693055","doi":"10.1063/1.5001459.13","title":"10.1063/1.5001459.13","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":[0.001243351,0.003729966,0.002030448,0.003127434,0.0008703425,0.003113473,0.005372194,0.002900203,0.224896],"category_scores_gemma":[0.003091833,0.0008021791,0.001474269,0.005776006,0.0007254121,0.001764496,0.003354727,0.002273106,0.4666876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129229,"about_ca_system_score_gemma":0.00130023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065423,"about_ca_topic_score_gemma":0.0167928,"domain_scores_codex":[0.9988585,0.0001614764,0.0001144724,0.0002965317,0.0003606332,0.0002084414],"domain_scores_gemma":[0.9991585,0.0001357644,0.00006195307,0.0003674785,0.0001796248,0.00009673634],"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":[0.00004951149,0.00005677625,0.001079632,0.0005065013,0.00003465671,0.00005137663,0.00002088648,0.0008958877,0.0001325121,0.0005221659,0.9805521,0.01609795],"study_design_scores_gemma":[0.0001602511,0.00004327449,0.00309227,0.0002816133,0.00002098371,0.0001813219,0.0000903215,0.004188618,0.0009898496,0.003150305,0.9877625,0.00003885828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007613514,0.0004471212,0.001024924,0.000305606,0.0002471229,0.00007868688,0.9870509,0.004994269,0.005090126],"genre_scores_gemma":[0.001327869,0.0002454052,0.001022969,0.00008457748,0.00002882234,0.0001510092,0.993382,0.0001747948,0.003582643],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7751039,"threshold_uncertainty_score":0.7523522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116967108154129,"score_gpt":0.2567297930171274,"score_spread":0.2455601219355861,"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."}}