{"id":"W4313855376","doi":"10.1139/cjes-2022-0074","title":"An experimental baseline for ice-till strain indicators","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Geology; Anisotropy; Kinematics; Ice stream; Shear (geology); Traction (geology); Sea ice; Geometry; Geomorphology; Petrology; Optics; Mathematics; Physics","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":[0.0009092417,0.0005063643,0.0002433584,0.0003748964,0.001099273,0.0004736904,0.0005963549,0.0006021362,0.004108932],"category_scores_gemma":[0.001131671,0.0002445942,0.00026409,0.0004124274,0.0007120896,0.0004683488,0.0006758196,0.0007919616,0.0006661761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000601957,"about_ca_system_score_gemma":0.0006655647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002893527,"about_ca_topic_score_gemma":0.006339183,"domain_scores_codex":[0.9992458,0.00007877614,0.00005291983,0.0002309907,0.0002739535,0.0001176506],"domain_scores_gemma":[0.998708,0.000129743,0.0001556646,0.0002460083,0.0006137035,0.000146906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003527565,0.0007001651,0.009214002,0.00007363883,0.00001353686,0.00006223981,0.0002798139,0.0005381192,0.9798321,0.0005874581,0.0004963811,0.007849775],"study_design_scores_gemma":[0.00007451496,0.004160929,0.160132,0.00003965522,0.00006790374,0.0002743264,0.000589137,0.00601086,0.8127961,0.000777722,0.0150146,0.00006230092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588219,0.0002523722,0.03005364,0.0001433101,0.0001140511,0.0006981457,0.002520299,0.000264211,0.00713217],"genre_scores_gemma":[0.9283307,0.0003801624,0.0608556,0.0002251112,0.00006576123,0.002082809,0.003060628,0.0002335092,0.004765756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004108932,"threshold_uncertainty_score":0.01374578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04303795560833272,"score_gpt":0.266971412201226,"score_spread":0.2239334565928933,"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."}}