{"id":"W4249617665","doi":"10.1063/1.5001459.11","title":"10.1063/1.5001459.11","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); Spiral (railway); Collision; 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":[0.001287216,0.003889779,0.002073656,0.003247719,0.0008913131,0.003273854,0.00553458,0.003059314,0.2289352],"category_scores_gemma":[0.003281975,0.0008105036,0.001489745,0.00584998,0.000750467,0.001851139,0.003463731,0.002388241,0.4770371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175219,"about_ca_system_score_gemma":0.001318478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083248,"about_ca_topic_score_gemma":0.01645781,"domain_scores_codex":[0.9987836,0.0001757147,0.0001227031,0.0003164661,0.0003822577,0.0002191147],"domain_scores_gemma":[0.9990847,0.0001483753,0.00006796265,0.0004023513,0.0001916928,0.000104834],"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":[0.00004846917,0.00005786602,0.001079696,0.0005107971,0.00003390432,0.00005425532,0.00002159773,0.0009232552,0.0001338762,0.0005539063,0.9796368,0.01694547],"study_design_scores_gemma":[0.0001505773,0.00004225457,0.002987795,0.0002770014,0.00002034107,0.0001851278,0.00009155765,0.004191389,0.0009503649,0.003268662,0.9877959,0.00003901563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007758918,0.0004652958,0.00112517,0.0003542322,0.0002731869,0.00008484266,0.9859379,0.005477828,0.00550576],"genre_scores_gemma":[0.001368018,0.0002572632,0.001067909,0.00009236038,0.00003144916,0.0001577833,0.9930109,0.0001813942,0.003832849],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7710649,"threshold_uncertainty_score":0.7658644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164073009079627,"score_gpt":0.2579294962226333,"score_spread":0.246288766131837,"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."}}