{"id":"W7039533092","doi":"","title":"Microstructure and mechanical property measurements using laser-ultrasonics","year":2001,"lang":"en","type":"other","venue":"NPARC","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microstructure; Property (philosophy); Deformation (meteorology); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000449715,0.0002981113,0.0002643288,0.001148917,0.0006128127,0.000604209,0.0006386145,0.0005246691,0.0176037],"category_scores_gemma":[0.0004034681,0.0003202354,0.0001877106,0.001111091,0.0003103311,0.0005397378,0.000551601,0.0004008762,0.003416712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006019449,"about_ca_system_score_gemma":0.0004469744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007584265,"about_ca_topic_score_gemma":0.0397423,"domain_scores_codex":[0.9996437,0.000012892,0.00001054571,0.00005086196,0.0002518372,0.00003026492],"domain_scores_gemma":[0.9997922,0.0000306524,0.00001696844,0.00002195361,0.000121521,0.00001679656],"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":[0.0005691817,0.0002167432,0.01087759,0.0001941816,0.00002510229,0.0001786092,0.0003767384,0.0005748447,0.7853701,0.002777264,0.02446484,0.1743749],"study_design_scores_gemma":[0.000140416,0.0007474234,0.1142109,0.00003274986,0.00008573605,0.0003761541,0.0006609549,0.005998324,0.8010296,0.001606724,0.07503852,0.00007257266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5575267,0.004933193,0.1610502,0.003031704,0.00103175,0.0007959348,0.01205828,0.003642353,0.2559299],"genre_scores_gemma":[0.6371337,0.001832905,0.0412868,0.0004623482,0.0001403425,0.0002624653,0.002900034,0.0002736205,0.3157079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0176037,"threshold_uncertainty_score":0.05889022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04667030926374138,"score_gpt":0.2364162571223546,"score_spread":0.1897459478586133,"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."}}