{"id":"W4244923545","doi":"10.1121/1.2719045.1","title":"10.1121/1.2719045.1","year":2007,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Computer science","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":["insufficient_payload"],"category_scores_codex":[0.001133194,0.004059839,0.002857544,0.004241295,0.001686493,0.006073367,0.005801751,0.00451941,0.5393257],"category_scores_gemma":[0.004728999,0.001814116,0.001399466,0.009054404,0.0006746015,0.00436577,0.003672699,0.002961247,0.8104459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864603,"about_ca_system_score_gemma":0.001903462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386285,"about_ca_topic_score_gemma":0.02003356,"domain_scores_codex":[0.998926,0.0001199621,0.0001137491,0.0003379149,0.0002848343,0.0002175658],"domain_scores_gemma":[0.9983632,0.0003010672,0.0000984014,0.0005650661,0.0004097764,0.0002624708],"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":[0.00003276374,0.0000149954,0.0001802669,0.0002249403,0.00000881592,0.000008219246,0.000008102103,0.0001050603,0.0001009448,0.0002232545,0.9964435,0.002649145],"study_design_scores_gemma":[0.0001219706,0.00001420974,0.001540687,0.0001567845,0.00001748125,0.00004861305,0.00004542553,0.000461426,0.0003431135,0.001463091,0.9957559,0.00003132262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008047959,0.000120897,0.0001881315,0.0001713277,0.00008874073,0.00001415458,0.9929256,0.002355605,0.004055181],"genre_scores_gemma":[0.0002464936,0.00009575544,0.0002816175,0.00005220262,0.00001127585,0.00004873153,0.9965038,0.0002475487,0.002512431],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4606743,"threshold_uncertainty_score":0.657096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398128576144621,"score_gpt":0.2722595510994116,"score_spread":0.2582782653379654,"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."}}