{"id":"W2993412236","doi":"","title":"Mapping lava flow textures using three-dimensional measures of surface roughness","year":2016,"lang":"en","type":"article","venue":"2016 AGU Fall Meeting","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Lava; Geology; Flow (mathematics); Surface roughness; Surface finish; Geometry; Materials science; Mathematics; Volcano; Seismology; Metallurgy","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":[0.0001938888,0.0002685292,0.0002698818,0.00184388,0.000253474,0.00100522,0.0002082737,0.0002938851,0.0004773683],"category_scores_gemma":[0.000580879,0.0001912363,0.0004278461,0.000887131,0.00020775,0.0005245319,0.0003216521,0.0002891082,0.000230543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862672,"about_ca_system_score_gemma":0.0003568158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008690606,"about_ca_topic_score_gemma":0.01292316,"domain_scores_codex":[0.9999005,0.00001081001,0.000004441795,0.00003418814,0.00002285609,0.00002729355],"domain_scores_gemma":[0.9997314,0.00006847692,0.00004528621,0.00003915847,0.000066932,0.00004872114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007893962,0.0004119002,0.3726026,0.0001509638,0.0002783779,0.0002022121,0.0007568189,0.03616079,0.3810252,0.0009753932,0.001846387,0.2047999],"study_design_scores_gemma":[0.00004439515,0.00008751503,0.695764,0.00001356588,0.00009066876,0.000140063,0.0004156579,0.2824747,0.01865859,0.0007906275,0.001429134,0.00009117636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834524,0.00008492533,0.01432915,0.0000406185,0.000009065427,0.00001664629,0.0007049972,0.0003980027,0.0009641004],"genre_scores_gemma":[0.9923894,0.00004340499,0.006960968,0.000006618354,0.000007579243,0.000006675493,0.0004177471,0.00002948879,0.0001380704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008690606,"threshold_uncertainty_score":0.01728004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04809750238394575,"score_gpt":0.2310854963171209,"score_spread":0.1829879939331752,"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."}}