{"id":"W1573588425","doi":"","title":"Analysis of Subglacial Deposits and Landforms in Southern Ontario Using Sedimentology and Geomatics","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Landform; Sedimentology; Geology; Geomatics; Geomorphology; Structural geology; Archaeology; Seismology; Geography; Remote sensing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001001164,0.0001492874,0.0004292235,0.0005260929,0.00008052673,0.00001023528,0.000133006,0.0003523143,0.02183001],"category_scores_gemma":[0.000004485343,0.0001432667,0.00005073496,0.000408988,0.0001256219,0.00008159407,0.00001961655,0.0002506692,0.000007812129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004064606,"about_ca_system_score_gemma":0.00008652631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06835327,"about_ca_topic_score_gemma":0.9807826,"domain_scores_codex":[0.9991608,0.00009822262,0.0001681079,0.0002512326,0.00008869079,0.0002329786],"domain_scores_gemma":[0.9996092,0.00006654454,0.0001347129,0.00008797197,0.00003124493,0.00007036459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002820301,0.00001139564,0.9871723,0.00006940113,0.0003548664,0.00008449414,0.006340771,0.0000675611,0.000001744984,0.00002065265,3.823268e-7,0.005594406],"study_design_scores_gemma":[0.0004032849,0.00006428891,0.9928018,0.00002670565,0.0006752294,0.00001048812,0.004550755,0.001131291,0.00000768321,0.00006558644,0.0001200092,0.0001428169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306944,0.000201181,0.000005667896,0.000002730608,0.00006015109,0.00009734816,0.0000196904,0.000004856663,0.06891398],"genre_scores_gemma":[0.9246495,0.00003492097,0.0002007039,0.000008044532,0.000005362835,6.462638e-8,0.0003319399,0.000002991341,0.07476643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9124293,"threshold_uncertainty_score":0.9790642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908750498934698,"score_gpt":0.2085580499191574,"score_spread":0.1894705449298104,"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."}}