{"id":"W2588817545","doi":"10.12681/bgsg.16336","title":"A DEBATE ON THE SIMILARITY OF PARTICLE SIZING RESULTS DERIVED FROM THE ANALYSIS OF FINEGRAINED SEDIMENTS BY TWO DIFFERENT INSTRUMENTATIONS","year":2018,"lang":"en","type":"article","venue":"Bulletin of the Geological Society of Greece","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Geological Survey of Canada","funders":"National Science Foundation","keywords":"Coulter counter; Sorting; Silt; Similarity (geometry); Geology; Mineralogy; Sizing; Structural basin; Statistics; Mathematics; Geomorphology; Algorithm; Chemistry; Image (mathematics); Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03502502,0.0002415631,0.0005707616,0.00261247,0.0008531957,0.003641294,0.001938541,0.001258823,0.002215048],"category_scores_gemma":[0.06564416,0.000257117,0.0006429658,0.001560643,0.003365536,0.00263228,0.002289274,0.001531994,0.001513401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113799,"about_ca_system_score_gemma":0.001244231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203038,"about_ca_topic_score_gemma":0.0007358092,"domain_scores_codex":[0.9799562,0.005683413,0.002928931,0.005435362,0.005428828,0.000567347],"domain_scores_gemma":[0.9432954,0.02706109,0.003426744,0.007278953,0.0179175,0.001020238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002270246,0.0003096075,0.261806,0.002870806,0.001169558,0.0006461765,0.02316348,0.002614248,0.04052015,0.04590193,0.008203523,0.6105244],"study_design_scores_gemma":[0.0001804258,0.001752963,0.8165302,0.001758084,0.0005236606,0.003863973,0.01385172,0.006123678,0.02795601,0.05138873,0.07586972,0.0002008067],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7680491,0.02259645,0.1281549,0.01787727,0.004595713,0.0003643868,0.001803182,0.0006068855,0.05595218],"genre_scores_gemma":[0.9657278,0.002011806,0.02540155,0.001963357,0.001208728,0.0001007597,0.0009914698,0.0001856691,0.002408972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03502502,"threshold_uncertainty_score":0.1852322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472579022121652,"score_gpt":0.2149081602854085,"score_spread":0.190182370064192,"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."}}