{"id":"W2986072110","doi":"10.1080/22020586.2019.12072977","title":"Quaternary buried valley characterization on the Canadian Prairies using a shear land-streamer","year":2019,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geoscience BC","funders":"","keywords":"Geology; Geophone; Bedrock; Seismology; Seismic vibrator; Seismometer; Lithology; Reflection (computer programming); Remote sensing; Geomorphology; Petrology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001925025,0.0001490885,0.0001192217,0.00003685385,0.0002479244,0.00009367872,0.000174921,0.0001239089,0.001929792],"category_scores_gemma":[0.00002051294,0.00009176057,0.00004984018,0.0001125519,0.00007777903,0.0001887194,0.00004225491,0.0002224939,0.002221916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727833,"about_ca_system_score_gemma":0.00006369097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08700836,"about_ca_topic_score_gemma":0.02014489,"domain_scores_codex":[0.9988976,0.00003995887,0.0001790818,0.0002577277,0.0002859041,0.0003397313],"domain_scores_gemma":[0.9994032,0.00003849604,0.00009731555,0.0002883755,0.000008686207,0.0001639554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125396,0.001528381,0.5345314,0.0001419988,0.0008047224,0.00150608,0.008877262,0.09693035,0.1013681,0.004665938,0.01587034,0.2326501],"study_design_scores_gemma":[0.0002381582,0.00006653497,0.9758085,0.00004193843,0.0000162108,0.00002757295,0.00003621207,0.002587654,0.001434676,0.0001989747,0.01934862,0.0001949495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834793,0.000006158527,0.000003845121,0.002366707,0.0002442763,0.000264909,0.00002170849,0.00003104151,0.01358212],"genre_scores_gemma":[0.997008,0.00001004324,0.00005881276,0.0008815505,0.00007243483,0.000004921869,0.00005821193,0.00002054367,0.001885501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4412771,"threshold_uncertainty_score":0.9989826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229504234577847,"score_gpt":0.2196054984212296,"score_spread":0.2073104560754511,"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."}}