{"id":"W2982646154","doi":"10.1111/maps.13403","title":"The Widmanstätten pattern","year":2019,"lang":"en","type":"article","venue":"Meteoritics and Planetary Science","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Orientation (vector space); Table (database); Inverse; Wafer; Function (biology); Geometry; Optics; Geology; Mathematics; Materials science; Physics; Computer science; Database; Optoelectronics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008113367,0.0000789783,0.00007533409,0.00004730181,0.0002613975,0.0004655855,0.001060813,0.00002012622,0.00001333962],"category_scores_gemma":[0.00003655843,0.00004860418,0.00001442583,0.0002104546,0.000256926,0.0004872312,0.0001748425,0.0001050274,0.00007454975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008473954,"about_ca_system_score_gemma":0.0000364261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002735618,"about_ca_topic_score_gemma":0.000007215995,"domain_scores_codex":[0.9989446,0.00002089186,0.0001151759,0.000267321,0.000366469,0.0002854755],"domain_scores_gemma":[0.999318,0.0001371703,0.00002296142,0.0003746532,0.00005922995,0.00008797184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006706949,0.00003654323,0.09246033,0.00002988213,0.00001519115,0.00001535578,0.0003827811,0.000006155054,0.02775027,0.3832009,0.0008794835,0.4952164],"study_design_scores_gemma":[0.0008398388,0.002961444,0.3460211,0.0002133938,0.000029329,0.0001664712,0.0002988504,0.3812596,0.04368524,0.08680274,0.1359636,0.001758437],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7648519,0.001482867,0.09699105,0.00781729,0.003239124,0.0007672856,0.00001111313,0.0004710747,0.1243683],"genre_scores_gemma":[0.9956521,0.000079967,0.003686226,0.0003999378,0.00002107687,0.00000191829,6.551858e-7,0.000001607022,0.0001565592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4934579,"threshold_uncertainty_score":0.4489652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008304860233420074,"score_gpt":0.2044219127484951,"score_spread":0.196117052515075,"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."}}