{"meta":{"query_hash":"ecadaa4f0dff","filters":{"venue":"Total Corrosion Control"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ecadaa4f0dff","api":"https://metacan.xera.ac/api/v1/cohort?venue=Total+Corrosion+Control"},"results":[{"id":"W2369957929","doi":"","title":"Application of Temporary Cathode Protection on Storage Tank to Adopt Seawater for Hydraulic Testing","year":2010,"lang":"en","type":"article","venue":"Total Corrosion Control","topic":"Advanced Sensor and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PCL Construction (Canada)","funders":"","keywords":"Cathodic protection; Seawater; Corrosion; Hydrostatic test; Storage tank; Galvanic anode; Hydrostatic equilibrium; Cathode; Marine engineering; Forensic engineering; Engineering; Materials science; Metallurgy; Waste management; Mechanical engineering; Electrical engineering; Chemistry; Geology; Electrochemistry","score_opus":0.012061093373710127,"score_gpt":0.22098150557242185,"score_spread":0.2089204121987117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369957929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7873652,0.0009419226,0.20038775,0.00042601264,0.00021399677,0.00013815076,0.00014856749,0.0012556256,0.009122761],"genre_scores_gemma":[0.97913194,0.00029095274,0.01775101,0.000055744677,0.000023728864,0.00002886259,0.000053521675,0.000040384868,0.0026238984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997471,0.000018703211,0.000014324749,0.000057064884,0.00012892386,0.00003392966],"domain_scores_gemma":[0.99970144,0.00004213781,0.000037728994,0.000060881088,0.00013022244,0.000027500884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018613611,0.00040319684,0.00024614553,0.0002747712,0.0002941848,0.00034230424,0.00072141393,0.00038211938,0.0012086412],"category_scores_gemma":[0.00039210383,0.00015477296,0.0002758637,0.00016415243,0.00033973373,0.0006641608,0.00056071236,0.00031044087,0.0001901557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014357748,0.000012038309,0.0018376813,0.00016363664,0.000008652746,0.0002978162,0.00014947988,0.0006594494,0.9718554,0.0013818401,0.00024886825,0.023241593],"study_design_scores_gemma":[0.000016984664,0.00042662423,0.003051167,0.000012743208,0.000028884506,0.00069418055,0.00009041231,0.005150013,0.9841928,0.0004220184,0.0058993045,0.00001478682],"about_ca_topic_score_codex":0.00051147776,"about_ca_topic_score_gemma":0.00072003854,"teacher_disagreement_score":0.0012086412,"about_ca_system_score_codex":0.00028691234,"about_ca_system_score_gemma":0.00036824052,"threshold_uncertainty_score":0.004043281},"labels":[],"label_agreement":null},{"id":"W2377048573","doi":"","title":"HSE Management of Painting Construction on the Petroleum & Petrochemical Projects","year":2011,"lang":"en","type":"article","venue":"Total Corrosion Control","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PCL Construction (Canada)","funders":"","keywords":"Petrochemical; Corrosion; Painting; Engineering; Forensic engineering; Petroleum; Construction engineering; Waste management; Metallurgy; Materials science; Art; Chemistry; Visual arts","score_opus":0.027994528959714996,"score_gpt":0.22432940924082612,"score_spread":0.19633488028111112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377048573","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976591,0.0009704684,0.010060645,0.00055936887,0.000043532793,0.00014911169,0.00021514717,0.00010147019,0.011309244],"genre_scores_gemma":[0.9907398,0.00054545794,0.0031077107,0.000020099362,0.000018852976,0.000019575875,0.00013095335,0.00000990212,0.0054075634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850523,0.00024264726,0.00007201584,0.00010711905,0.0009191894,0.00015390245],"domain_scores_gemma":[0.99922204,0.00009186276,0.00024620118,0.000041455616,0.00031268192,0.000085689804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009586397,0.0005094847,0.00026898144,0.0015082533,0.0008587832,0.0006747086,0.0005563794,0.0006169657,0.0019446263],"category_scores_gemma":[0.0013016516,0.00020351486,0.0004651104,0.00068975455,0.00034186392,0.00044915188,0.0005851402,0.00036002585,0.00027013486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071020797,0.00066760887,0.37183508,0.0007108619,0.00024745127,0.0035974826,0.0033829887,0.04874884,0.10346579,0.003466801,0.0056025228,0.45756435],"study_design_scores_gemma":[0.000031082975,0.0011813417,0.8595474,0.00013115557,0.00019260593,0.0016681615,0.0053658825,0.042347744,0.06987728,0.0019643481,0.0175854,0.00010758787],"about_ca_topic_score_codex":0.0048049437,"about_ca_topic_score_gemma":0.00884968,"teacher_disagreement_score":0.0048049437,"about_ca_system_score_codex":0.000638302,"about_ca_system_score_gemma":0.0011870565,"threshold_uncertainty_score":0.009553969},"labels":[],"label_agreement":null}]}