{"id":"W2982276970","doi":"10.4095/291731","title":"Predictive surficial materials and geology derived from LANDSAT 7, Yellowknife, NTS 85J, Northwest Territories","year":2012,"lang":"en","type":"report","venue":"","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Archaeology; Geochemistry; Geomorphology; Geography","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":[],"category_scores_codex":[0.0003009172,0.0003210381,0.0006308762,0.0000440215,0.000249653,0.00008222727,0.0001347192,0.0004724315,0.008304648],"category_scores_gemma":[0.0001184812,0.0002144468,0.0000532006,0.00005698582,0.0002203011,0.0001818727,0.00006612414,0.0001732786,0.0001870231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001011031,"about_ca_system_score_gemma":0.00008806034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3663919,"about_ca_topic_score_gemma":0.3604148,"domain_scores_codex":[0.9982302,0.0001071011,0.000404034,0.0004383864,0.0003875442,0.0004328016],"domain_scores_gemma":[0.9991333,0.0001995892,0.0002212845,0.000150015,0.0001438807,0.0001519604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008366346,0.0000136253,0.9931337,0.00002238955,0.0001107927,0.00001665179,0.0002041863,0.00001158329,0.00001244731,0.000002610311,0.002174285,0.004214115],"study_design_scores_gemma":[0.0001473575,0.0001767923,0.9374525,0.00001519195,0.00007927856,0.00001170721,0.0002387882,0.00001343042,0.0000607461,0.0002863323,0.0612555,0.0002623834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965007,0.002820922,0.00003153893,0.0002272055,0.006422366,0.0003220522,0.003293541,0.00009221258,0.02178313],"genre_scores_gemma":[0.9775796,0.004791385,0.0001536033,0.00007758052,0.003556158,0.000006072668,0.01299415,0.000006147663,0.0008353287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05908121,"threshold_uncertainty_score":0.9926019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03898490985212411,"score_gpt":0.2224696345005968,"score_spread":0.1834847246484727,"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."}}