{"id":"W4238162095","doi":"10.1063/1.5001459.8","title":"10.1063/1.5001459.8","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":[0.001176378,0.003658459,0.001956608,0.003126991,0.0008699264,0.003105788,0.00511896,0.002815309,0.21761],"category_scores_gemma":[0.003044138,0.0007390646,0.001427321,0.005657765,0.00069317,0.00168249,0.003221771,0.00220439,0.4601521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100365,"about_ca_system_score_gemma":0.001211203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01057732,"about_ca_topic_score_gemma":0.01569316,"domain_scores_codex":[0.9988752,0.0001591695,0.0001117139,0.0002899749,0.0003623167,0.0002015898],"domain_scores_gemma":[0.9991589,0.0001316047,0.00006105783,0.0003730876,0.0001810335,0.00009434752],"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":[0.00004932115,0.00005675909,0.001048436,0.0004888239,0.00003323299,0.00005132776,0.00001994732,0.0009053122,0.0001357663,0.0005230224,0.9788499,0.01783809],"study_design_scores_gemma":[0.0001475703,0.00004062967,0.003031841,0.0002665516,0.00001984225,0.0001805154,0.00008453081,0.004216938,0.0009625742,0.00302675,0.9879856,0.0000366803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008603947,0.0004947383,0.001162382,0.0003416114,0.0002723527,0.00008534569,0.9851122,0.005766675,0.005904326],"genre_scores_gemma":[0.0014165,0.0002572652,0.001092565,0.00008617501,0.00003127959,0.0001481314,0.9929039,0.0001799175,0.003884236],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.78239,"threshold_uncertainty_score":0.727978,"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."}}