{"id":"W4252370696","doi":"10.1063/1.5001459.4","title":"10.1063/1.5001459.4","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":[0.001215224,0.003794148,0.002053536,0.003195322,0.000902356,0.0032521,0.005400078,0.002952647,0.2180683],"category_scores_gemma":[0.003082294,0.0007834533,0.001522618,0.005888542,0.0007311998,0.001740483,0.003407363,0.002354503,0.4535605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011917,"about_ca_system_score_gemma":0.001303074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151269,"about_ca_topic_score_gemma":0.01667979,"domain_scores_codex":[0.998835,0.0001643405,0.0001173414,0.0002980031,0.0003746797,0.0002106508],"domain_scores_gemma":[0.9991258,0.0001364721,0.000062324,0.0003868803,0.0001917751,0.00009681992],"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":[0.00005040002,0.00005868693,0.001087722,0.0005046026,0.000035562,0.00005222358,0.00002051492,0.0009542519,0.000142098,0.000528402,0.978914,0.01765154],"study_design_scores_gemma":[0.0001527299,0.00004291718,0.003174809,0.0002792763,0.00002130721,0.0001839023,0.00008889382,0.004516743,0.001020743,0.003146451,0.9873331,0.00003914371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000850948,0.0005059717,0.001148537,0.000351342,0.0002828989,0.000084935,0.9853217,0.005837091,0.005616643],"genre_scores_gemma":[0.001433509,0.0002610562,0.001093237,0.00008770563,0.00003135005,0.0001485947,0.9929807,0.0001766752,0.003787047],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7819317,"threshold_uncertainty_score":0.7295111,"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."}}