{"id":"W1586351031","doi":"10.1002/sca.21255","title":"Clast rind analysis using multi‐high resolution instrumentation","year":2015,"lang":"en","type":"article","venue":"Scanning","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"University of Oregon; National Science Foundation","keywords":"Weathering; Glacial period; Geology; Loess; Mineralogy; Earth science; Geochemistry; Paleontology","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":[0.0009048454,0.0006334339,0.0003763949,0.003087472,0.0005593208,0.001263013,0.001070019,0.0008372372,0.007334195],"category_scores_gemma":[0.001159364,0.0005658576,0.0005273065,0.002247148,0.0003751802,0.0009932437,0.001163055,0.0009491569,0.00251404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004910193,"about_ca_system_score_gemma":0.0006546236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952414,"about_ca_topic_score_gemma":0.005507652,"domain_scores_codex":[0.9990475,0.0000406755,0.00005697885,0.0003312025,0.0004549798,0.0000687342],"domain_scores_gemma":[0.9990415,0.0001225813,0.0001216371,0.0002157186,0.0004414615,0.00005713054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009843726,0.00003506556,0.009584052,0.000233715,0.00006614364,0.0002254208,0.0002802476,0.001454296,0.9067031,0.001238922,0.002453123,0.07762738],"study_design_scores_gemma":[0.00004321499,0.0002747652,0.1339144,0.0001389658,0.0001540595,0.002591226,0.0006226487,0.08405563,0.681918,0.002476294,0.09361509,0.0001956764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3041296,0.002105577,0.6394639,0.0003361234,0.0001978801,0.0006821324,0.01311607,0.01716848,0.02280024],"genre_scores_gemma":[0.2184028,0.0009302651,0.7633308,0.0002774562,0.00004086017,0.0005180436,0.007301254,0.001224079,0.007974493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007334195,"threshold_uncertainty_score":0.02453536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07999736396465061,"score_gpt":0.312527379286749,"score_spread":0.2325300153220984,"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."}}