{"id":"W3196246127","doi":"10.1130/ges02371.1","title":"Geometrical Breakdown Approach to interpretation of depositional sequences","year":2021,"lang":"en","type":"article","venue":"Geosphere","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Geology; Sedimentary depositional environment; Horizon; Paleontology; Interpretation (philosophy); Reflection (computer programming); Subsidence; Sequence (biology); Palaeogeography; Field (mathematics); Computer science; Tectonics; Structural basin; Geometry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008481571,0.0006758683,0.0004208989,0.003563144,0.0004726949,0.002537045,0.0008422859,0.0005103301,0.003732637],"category_scores_gemma":[0.004775998,0.0003222328,0.0006501361,0.001818502,0.001285709,0.001158687,0.00152331,0.0007645134,0.001005252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008762826,"about_ca_system_score_gemma":0.0006771749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003636344,"about_ca_topic_score_gemma":0.003126636,"domain_scores_codex":[0.9991995,0.0003236945,0.00007861953,0.0001109014,0.0002426731,0.00004477663],"domain_scores_gemma":[0.998292,0.0005839602,0.0002754391,0.0003715087,0.0004007042,0.00007630628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005516026,0.00006421853,0.02498131,0.0005044105,0.00014696,0.0009122213,0.00258138,0.3055872,0.05583481,0.3068709,0.004898015,0.2970671],"study_design_scores_gemma":[0.00003566237,0.0001510534,0.01318479,0.00007820595,0.00003974882,0.0008790597,0.00110566,0.7968184,0.01270968,0.1459755,0.02894863,0.00007357469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04964943,0.000162233,0.9425476,0.0001369004,0.00004972601,0.00007084733,0.000535413,0.0009599921,0.005887799],"genre_scores_gemma":[0.4572638,0.0001246663,0.5404881,0.0000593448,0.00002983976,0.00009897542,0.000651617,0.0001946728,0.001088987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003732637,"threshold_uncertainty_score":0.01248693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229558177330794,"score_gpt":0.2102996526014503,"score_spread":0.1980040708281424,"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."}}