{"id":"W6967300072","doi":"10.4224/23000233","title":"Wave messages","year":2016,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006094699,0.0009646001,0.001234905,0.003025008,0.005052905,0.0106824,0.002383093,0.007067201,0.7297114],"category_scores_gemma":[0.04817032,0.0009255868,0.0008445217,0.001228741,0.00173674,0.004598764,0.005393587,0.005902325,0.6585606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0021271,"about_ca_system_score_gemma":0.007149186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00278755,"about_ca_topic_score_gemma":0.009717681,"domain_scores_codex":[0.9927153,0.001128028,0.0002776269,0.0004774797,0.004260922,0.00114074],"domain_scores_gemma":[0.9625603,0.004610876,0.0008808381,0.004921451,0.01967567,0.007350962],"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":[0.00004201094,0.00002491574,0.0001038326,0.00007206653,0.000002683076,0.00003853288,0.00004092442,0.00000971348,0.0001370538,0.001383508,0.9852188,0.0129261],"study_design_scores_gemma":[0.00003140201,0.0000159584,0.0005873613,0.0001091173,0.000004235158,0.00003663209,0.0001522316,0.00006674047,0.0002682453,0.001686702,0.9970265,0.00001479779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001440939,0.0005195608,0.001704594,0.04703964,0.0585518,0.0009693814,0.005761202,0.00263883,0.8813741],"genre_scores_gemma":[0.003362983,0.0002678458,0.0004142108,0.004892739,0.00456578,0.0002171656,0.001603718,0.000636656,0.9840389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7297114,"threshold_uncertainty_score":0.3855339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581702512405919,"score_gpt":0.2520037073275583,"score_spread":0.2261866822034991,"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."}}