{"id":"W2064423649","doi":"10.1016/j.apsusc.2015.01.208","title":"Correlation between grain orientation and surface dissolution of niobium","year":2015,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dissolution; Niobium; Materials science; Crystallography; Plane (geometry); Corrosion; Surface energy; Atom (system on chip); Orientation (vector space); Metallurgy; Chemistry; Geometry; Composite material; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00171934,0.0001104574,0.0001556076,0.00005745837,0.0002075668,0.00007163793,0.0001450313,0.00005623219,0.00002639585],"category_scores_gemma":[0.00007685999,0.0001034318,0.00001655265,0.0006163333,0.0005959951,0.0005755244,0.0001094661,0.00006914241,0.00006337318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009558231,"about_ca_system_score_gemma":0.000132312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008512568,"about_ca_topic_score_gemma":0.000006025723,"domain_scores_codex":[0.998359,0.00003781312,0.0002821333,0.0004040085,0.0006670769,0.0002499142],"domain_scores_gemma":[0.9991646,0.00005095672,0.0001781874,0.0002245358,0.0002122723,0.0001693891],"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":[0.00001901693,0.00001948952,0.01213542,0.0000051114,1.244123e-7,1.527512e-7,0.00078746,0.001717123,0.9826984,0.002199769,0.0001035866,0.0003143617],"study_design_scores_gemma":[0.0005177518,0.0001037183,0.02844183,0.00001855798,0.00001768321,0.000002912325,0.001023595,0.002466284,0.9656683,0.001450845,0.00008950332,0.0001990308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793923,0.0000220536,0.0188746,0.00006395653,0.0003888113,0.0002510863,0.00002072374,0.00005838244,0.0009280324],"genre_scores_gemma":[0.9968957,0.000002927758,0.002957399,0.00001282158,0.00001900718,0.000003098116,0.00001753535,0.000007045483,0.00008442064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0175034,"threshold_uncertainty_score":0.4217827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852810677888424,"score_gpt":0.2814901796178093,"score_spread":0.252962072838925,"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."}}