{"id":"W1768809741","doi":"10.3390/ma8095314","title":"Electrochemical Behavior of Al-B4C Metal Matrix Composites in NaCl Solution","year":2015,"lang":"en","type":"article","venue":"Materials","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Corrosion; Dielectric spectroscopy; Composite material; Composite number; Metal; Galvanic corrosion; Galvanic cell; Polarization (electrochemistry); Electrochemistry; Metal matrix composite; Volume fraction; Aluminium; Pitting corrosion; Metallurgy; Electrode; 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":[0.0001854749,0.0001331783,0.0002864735,0.000082097,0.00001003341,0.00002487764,0.0001410574,0.00007266315,0.00007281933],"category_scores_gemma":[0.00001634013,0.0001284774,0.00002915694,0.00008535767,0.00003720726,0.000117905,0.00005490957,0.00005581376,0.00006824545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102466,"about_ca_system_score_gemma":0.00001373326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005696795,"about_ca_topic_score_gemma":0.000005784024,"domain_scores_codex":[0.9991386,0.00003916577,0.0003340795,0.00011496,0.000148553,0.0002246609],"domain_scores_gemma":[0.9997115,0.00001411843,0.00003627297,0.0001511273,0.00003807642,0.00004889753],"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":[0.00003875769,0.0000361615,0.0006991171,0.00003646038,0.00001455211,0.000003951052,0.0001441116,0.00009362064,0.998584,0.00005371088,0.0002695099,0.00002604741],"study_design_scores_gemma":[0.0003071238,0.00005350353,0.0008294436,0.00002151982,0.00002340033,0.0000150457,0.00001526821,0.0005442945,0.9977666,0.00004127791,0.000243244,0.0001393488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984304,0.0004808531,0.0002148372,0.00002580651,0.0002856974,0.0001736665,0.00001016843,0.0001408956,0.0002376266],"genre_scores_gemma":[0.9972896,0.00000824432,0.002497736,0.00001040097,0.00004654837,0.00004310881,0.00003187552,0.00003004749,0.00004244519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002282899,"threshold_uncertainty_score":0.5239157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720835530653229,"score_gpt":0.238714924808309,"score_spread":0.2215065695017767,"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."}}