{"id":"W2005976018","doi":"10.1016/j.ijrmms.2012.03.003","title":"Limitations of laser profilometry in measuring surface topography of polycrystalline rocks","year":2012,"lang":"en","type":"article","venue":"International Journal of Rock Mechanics and Mining Sciences","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pebble; Surface finish; Surface roughness; Sediment; Geology; Hyporheic zone; Bond strength; Geomorphology; Materials science; Geotechnical engineering; Layer (electronics); Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006560441,0.0005580168,0.0006246551,0.001914636,0.0007925262,0.001990384,0.002121989,0.001617955,0.001402141],"category_scores_gemma":[0.02362028,0.0009551835,0.0004928621,0.002620939,0.001288854,0.003344444,0.001425776,0.0007665334,0.001381988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005315446,"about_ca_system_score_gemma":0.0007067585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00423521,"about_ca_topic_score_gemma":0.007193556,"domain_scores_codex":[0.9933392,0.001714223,0.0004777258,0.0008036855,0.00347145,0.0001936753],"domain_scores_gemma":[0.9611099,0.02503642,0.002090504,0.005323645,0.00614885,0.0002907289],"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":[0.0005055052,0.0002926745,0.2134093,0.002839052,0.0004997508,0.0004822851,0.002184351,0.0320315,0.3607196,0.003167363,0.004417389,0.3794513],"study_design_scores_gemma":[0.00009227509,0.0006383092,0.4255503,0.0006961527,0.0005677673,0.004995335,0.002924884,0.2480415,0.2781192,0.0109577,0.02704739,0.0003691468],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6913758,0.007507096,0.2853905,0.001723518,0.0002690133,0.0002293122,0.00329372,0.001423434,0.008787635],"genre_scores_gemma":[0.9133808,0.002146064,0.08220807,0.0004087133,0.0001474717,0.0001951016,0.0006728533,0.0001522676,0.0006887097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006560441,"threshold_uncertainty_score":0.03469539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08356871210888327,"score_gpt":0.2571907241036513,"score_spread":0.173622011994768,"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."}}