{"id":"W2160679185","doi":"10.5006/1.3659505","title":"Investigation on Corrosion Behavior of the Al-B<sub>4</sub>C Metal Matrix Composite in a Mildly Oxidizing Aqueous Environment","year":2011,"lang":"en","type":"article","venue":"CORROSION","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"X-ray photoelectron spectroscopy; Materials science; Corrosion; Boron carbide; Composite number; Aqueous solution; Dielectric spectroscopy; Oxidizing agent; Metal; Scanning electron microscope; Chloride; Metallurgy; Chemical engineering; Inorganic chemistry; Composite material; Electrochemistry; Chemistry; Electrode","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001567414,0.000257613,0.000252389,0.0001379177,0.00009019346,0.00001513461,0.0002838716,0.0001198856,0.00002008348],"category_scores_gemma":[0.00001259647,0.0002062195,0.0001065324,0.0001831339,0.0001204044,0.0001543714,0.0001544308,0.0002849083,0.0001000956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002159977,"about_ca_system_score_gemma":0.0000134341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003482499,"about_ca_topic_score_gemma":0.00001717552,"domain_scores_codex":[0.9986147,0.00008710702,0.0004340916,0.0002640519,0.0003356327,0.000264426],"domain_scores_gemma":[0.9993177,0.00003810047,0.0001114704,0.0004392574,0.0000199819,0.00007348088],"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":[0.00005090329,0.00007266329,0.01069077,0.00003357869,0.000001705328,0.000007142408,0.0009955009,0.00324004,0.9836503,0.00002769487,0.00009637159,0.001133378],"study_design_scores_gemma":[0.0003427113,0.0001445708,0.03006785,0.0002377459,0.00004668137,0.00001392174,0.00004359039,0.008770499,0.9600068,0.00003920793,0.00006054893,0.0002258305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975413,0.0004771818,0.0006839838,0.00002010785,0.0004652475,0.0005412837,0.00000710246,0.0001164166,0.0001473579],"genre_scores_gemma":[0.9986098,0.0001019003,0.001033358,0.00007352215,0.00001748146,0.00007034546,0.00001258717,0.00005864278,0.00002237315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02364341,"threshold_uncertainty_score":0.8409388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684150494987586,"score_gpt":0.1945197422389734,"score_spread":0.1676782372890976,"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."}}