{"id":"W4241113257","doi":"10.2523/67249-ms","title":"Prevention of Corrosion in a Harsh Environment Using Zinc Primer","year":2001,"lang":"en","type":"article","venue":"Proceedings of SPE Production and Operations Symposium","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Citation; Library science; Download; Computer science; Islam; Information retrieval; World Wide Web; History; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003008385,0.0000917826,0.0001468554,0.0001563974,0.000096152,0.00003425255,0.00005003062,0.00005015355,0.0001829444],"category_scores_gemma":[0.00002665196,0.00008881743,0.0000276787,0.000172866,0.00008586774,0.0006417801,0.00004670512,0.00005441512,0.000004254085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004886168,"about_ca_system_score_gemma":0.00001908931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004792897,"about_ca_topic_score_gemma":0.000008252528,"domain_scores_codex":[0.9990525,0.00000829532,0.0003779081,0.0002701927,0.0001839066,0.0001071649],"domain_scores_gemma":[0.9996453,0.00000271505,0.0001171986,0.0000661102,0.0001359181,0.00003275844],"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":[0.00004395328,0.000230911,0.007199691,0.00003786326,2.864224e-7,8.003587e-8,0.0004313531,0.001188804,0.9903443,0.0002821002,0.0000283729,0.0002123149],"study_design_scores_gemma":[0.0002292151,0.0001299101,0.001297195,0.0001476572,0.00002279306,0.00002709593,0.0003203843,0.002076754,0.9954853,0.00008526154,0.00008202582,0.00009640488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980628,0.00005990155,0.0006573857,0.0004418037,0.0001658539,0.0003892461,0.000002960513,0.00001585846,0.0002041226],"genre_scores_gemma":[0.9937034,0.0003817076,0.005372126,0.000007574957,0.00005416569,0.00002155158,0.000004500966,0.000008421297,0.0004465377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005902496,"threshold_uncertainty_score":0.3621869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417960352250163,"score_gpt":0.262609558069741,"score_spread":0.2384299545472393,"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."}}