{"id":"W6966632554","doi":"10.4224/23004527","title":"Sand dunes","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00155096,0.0006974011,0.0007621676,0.001783784,0.00455043,0.00581254,0.00165995,0.002498592,0.4349786],"category_scores_gemma":[0.007493258,0.0004519835,0.0004940995,0.0008025151,0.001573227,0.001721546,0.003669573,0.001788111,0.2041561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157913,"about_ca_system_score_gemma":0.005683955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008365734,"about_ca_topic_score_gemma":0.03913904,"domain_scores_codex":[0.9971353,0.0003181756,0.0001125353,0.0003141123,0.001636078,0.0004837442],"domain_scores_gemma":[0.9903537,0.0005542978,0.0002512799,0.001265515,0.005562876,0.00201242],"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":[0.0002527333,0.00009075373,0.001768379,0.0004175718,0.00002668747,0.0005930991,0.0002410733,0.0001034665,0.004026024,0.006732231,0.8891103,0.09663776],"study_design_scores_gemma":[0.00001148682,0.00001632141,0.002519131,0.00008701364,0.000005122461,0.00007753248,0.0002037988,0.00005720573,0.0009861621,0.0005079017,0.9955199,0.000008408429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01082993,0.001482179,0.00102553,0.006555943,0.02332295,0.0004413791,0.003301175,0.001227623,0.9518132],"genre_scores_gemma":[0.01896127,0.0007754136,0.0005887144,0.0005493734,0.001047159,0.0000696566,0.001970252,0.0003662419,0.9756719],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4349786,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976255265013981,"score_gpt":0.2707668822048024,"score_spread":0.2510043295546626,"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."}}