{"id":"W4230332610","doi":"10.1063/1.5001459.14","title":"10.1063/1.5001459.14","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); Computer science; Collision; Spiral (railway); 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":[0.001214898,0.003654924,0.001985276,0.003036577,0.0008680861,0.003029481,0.005239674,0.002846727,0.2106922],"category_scores_gemma":[0.003028788,0.000779215,0.001470304,0.005612854,0.0007103013,0.001695919,0.003271831,0.002231133,0.4439017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132019,"about_ca_system_score_gemma":0.001303558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085577,"about_ca_topic_score_gemma":0.01696222,"domain_scores_codex":[0.9988812,0.0001619909,0.0001118875,0.0002883238,0.000353092,0.0002034746],"domain_scores_gemma":[0.9991637,0.0001347286,0.00006231437,0.0003668099,0.0001772708,0.00009524107],"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":[0.00005173407,0.00005872047,0.001115317,0.0005203255,0.00003526198,0.00005228841,0.00002200323,0.0008986871,0.0001368808,0.000532905,0.9800771,0.01649884],"study_design_scores_gemma":[0.0001637059,0.00004465305,0.003242339,0.0002799874,0.00002132267,0.0001829702,0.00009141815,0.004177845,0.001025669,0.003087104,0.9876444,0.00003871301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008330248,0.0004625894,0.0009922617,0.0003131585,0.0002461397,0.00008038021,0.9869716,0.004943456,0.00515737],"genre_scores_gemma":[0.001389695,0.0002440363,0.001019673,0.00008378788,0.00002857718,0.0001494367,0.9934129,0.0001671906,0.00350468],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7893078,"threshold_uncertainty_score":0.7048355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138409205099917,"score_gpt":0.258035334254218,"score_spread":0.2466512422032189,"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."}}