{"id":"W2033587227","doi":"10.5006/1.3299241","title":"A New Impinging Jet Device for Corrosion Studies","year":2004,"lang":"en","type":"article","venue":"CORROSION","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Corrosion; Jet (fluid); Materials science; Metallurgy; Nuclear engineering; Forensic engineering; Aerospace engineering; Engineering","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":[0.0001961953,0.0001645179,0.0001729581,0.0000326767,0.0003747059,0.00003385148,0.0001799478,0.00005331529,0.0002278012],"category_scores_gemma":[0.0001757064,0.0001315489,0.00008213239,0.0001829463,0.00005417013,0.0001869842,0.0002623774,0.0000996341,0.0003784591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102235,"about_ca_system_score_gemma":0.00001727274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007413411,"about_ca_topic_score_gemma":0.0001335502,"domain_scores_codex":[0.998945,0.00001742073,0.0001944969,0.0003415529,0.0002093975,0.0002921475],"domain_scores_gemma":[0.9994843,0.00009156961,0.00008794601,0.0001844539,0.00001364717,0.0001380914],"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":[0.00004941661,0.00004041624,0.02068064,0.00002199078,8.240203e-7,0.000003843944,0.001505128,0.002268168,0.9469782,0.0004024632,0.01008636,0.01796254],"study_design_scores_gemma":[0.008788911,0.001332036,0.03333312,0.001641901,0.0001412805,0.00006056569,0.003866629,0.003571564,0.8363205,0.01855279,0.09054375,0.001846897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6603695,0.0007023836,0.3332732,0.001528006,0.001334337,0.0006718169,0.000006369075,0.0002341777,0.00188022],"genre_scores_gemma":[0.9846666,0.00006737439,0.01304533,0.001168108,0.00008728698,0.000020549,0.000008417969,0.00002284237,0.0009134788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3242972,"threshold_uncertainty_score":0.5364407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04027771908860139,"score_gpt":0.3150244398497482,"score_spread":0.2747467207611468,"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."}}