{"id":"W2069373615","doi":"10.4028/www.scientific.net/msf.519-521.621","title":"Surface Science Studies of the Effect of Al Alloy Microstructure on the Formation of Chromate Coatings","year":2006,"lang":"en","type":"article","venue":"Materials science forum","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Chromate conversion coating; X-ray photoelectron spectroscopy; Alloy; Scanning electron microscope; Microstructure; Conversion coating; Metallurgy; Raman spectroscopy; Dissolution; Auger electron spectroscopy; Coating; Chemical engineering; Aluminium; Corrosion; Composite material; Optics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003314413,0.000153795,0.0003085744,0.00008749344,0.0006080561,0.00009602935,0.0008886785,0.00003376583,0.00008493513],"category_scores_gemma":[0.0003298127,0.000074941,0.00006061392,0.0007460419,0.003800792,0.0005793739,0.0003942886,0.0000427515,0.000007441024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007376276,"about_ca_system_score_gemma":0.00009464626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001426587,"about_ca_topic_score_gemma":0.00001295348,"domain_scores_codex":[0.997663,0.0001288643,0.0005682475,0.0002757502,0.000999674,0.0003644383],"domain_scores_gemma":[0.9983616,0.0001303369,0.0006884434,0.000466499,0.0003281724,0.00002498665],"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":[0.00004179056,0.00001457109,0.000458851,0.00005725661,1.690657e-7,8.837891e-8,0.0002129683,0.0002231249,0.9980166,0.0005686979,0.0003897742,0.00001610039],"study_design_scores_gemma":[0.000189442,0.0003308802,0.003161454,0.0001897424,0.00001092949,0.000005691439,0.000249115,0.00004789896,0.9955091,0.0002098927,0.0000161815,0.00007966673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979059,0.00003023747,0.0000158757,0.0003815522,0.001004137,0.0004668442,0.0001129373,0.00001794433,0.00006463549],"genre_scores_gemma":[0.9997937,0.000003045361,0.00009900744,0.00005413951,0.00001327499,0.000009316082,0.000001534446,0.000006166184,0.00001979884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003192736,"threshold_uncertainty_score":0.9989103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221792031972217,"score_gpt":0.272457213086221,"score_spread":0.2602392927664988,"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."}}