{"id":"W4230767167","doi":"10.1063/1.5001459.12","title":"10.1063/1.5001459.12","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":[0.001257024,0.003752869,0.002055674,0.003161071,0.0008659394,0.003207507,0.005425503,0.003009044,0.2378807],"category_scores_gemma":[0.003108262,0.0008155987,0.001482353,0.005773389,0.0007305786,0.001813284,0.003394444,0.002310578,0.4908415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120371,"about_ca_system_score_gemma":0.001259991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041263,"about_ca_topic_score_gemma":0.01594919,"domain_scores_codex":[0.9988662,0.0001615578,0.0001123413,0.0003006074,0.0003519158,0.0002074526],"domain_scores_gemma":[0.9991492,0.0001365263,0.00006332519,0.0003740848,0.0001768279,0.0000999069],"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":[0.00004857882,0.00005695401,0.001066443,0.000505833,0.00003362431,0.0000508101,0.00002127404,0.0008639813,0.0001315121,0.0005272325,0.9800875,0.01660622],"study_design_scores_gemma":[0.0001540531,0.00004174755,0.002942128,0.0002753988,0.00002028158,0.00018025,0.00008947152,0.004042449,0.0009335144,0.003095464,0.9881878,0.00003748334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007677534,0.0004737574,0.001075377,0.0003325856,0.0002639028,0.00008220837,0.986052,0.005533519,0.005418837],"genre_scores_gemma":[0.001430483,0.000266841,0.001093989,0.00009598875,0.00003214153,0.0001606953,0.9927768,0.0001960596,0.003947112],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7621193,"threshold_uncertainty_score":0.7957901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270820555849186,"score_gpt":0.2567701517952476,"score_spread":0.2440619462367557,"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."}}