{"meta":{"query_hash":"8d40fd4d0edc","filters":{"venue":"Catalysis in Industry"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/8d40fd4d0edc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Catalysis+in+Industry"},"results":[{"id":"W2008106236","doi":"10.1134/s2070050413010108","title":"Catalytic hydrodechlorination of chlorinated hydrocarbons in a medium of sodium hydroxide solutions. I: Conversion of carbon tetrachloride","year":2013,"lang":"en","type":"article","venue":"Catalysis in Industry","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Catalysis; Chemistry; Autoclave; Carbon tetrachloride; Sodium hydroxide; Inorganic chemistry; Carbon monoxide; Organic chemistry; Nuclear chemistry","score_opus":0.010791195563844301,"score_gpt":0.19980510042766364,"score_spread":0.18901390486381933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008106236","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":[0.9936458,0.0006209438,0.004705058,0.000024142731,0.000008787598,0.000028857834,0.0000651138,0.000041326966,0.00085992],"genre_scores_gemma":[0.9947343,0.0005765841,0.0035262133,0.000009700286,0.0000029747414,0.000021947018,0.00013568022,0.000008083471,0.0009845863],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998568,0.000024428484,0.000012428182,0.000029187784,0.00005314454,0.000023958348],"domain_scores_gemma":[0.99994147,0.000013867678,0.000019092879,0.000007023549,0.0000124297085,0.000006130835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022415741,0.0003086881,0.0002826117,0.00015817914,0.00014424308,0.00018254893,0.00031591783,0.00020168531,0.00053911674],"category_scores_gemma":[0.00018064135,0.00013306527,0.00018886641,0.00014426373,0.0001989601,0.00020907896,0.00026989082,0.00023779985,0.00018264835],"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":[0.00003850015,0.000010922908,0.00014853079,0.000036077567,0.000002853049,0.000013084908,0.000009011523,0.000081228805,0.9985134,0.000027122309,0.0000071535806,0.001112127],"study_design_scores_gemma":[0.000004043532,0.00009227679,0.0005824085,0.0000020282596,0.0000037686914,0.000021813603,0.0000060734305,0.00058135,0.9984603,0.00000802219,0.0002364393,0.0000013497998],"about_ca_topic_score_codex":0.001036375,"about_ca_topic_score_gemma":0.0012460421,"teacher_disagreement_score":0.001036375,"about_ca_system_score_codex":0.00026801278,"about_ca_system_score_gemma":0.00027927535,"threshold_uncertainty_score":0.0020606518},"labels":[],"label_agreement":null},{"id":"W2052382260","doi":"10.1134/s2070050409010127","title":"The experience of the industrial operation of JSC AZK and OS production reforming catalysts","year":2009,"lang":"en","type":"article","venue":"Catalysis in Industry","topic":"Advanced Power Generation Technologies","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":"Outotec (Canada)","funders":"","keywords":"Catalysis; Catalytic reforming; Russian federation; Hydrogen production; Production (economics); Environmental science; Chemical engineering; Business; Chemistry; Engineering; Economics; Organic chemistry; Economic policy","score_opus":0.014383588016248814,"score_gpt":0.23682469471998127,"score_spread":0.22244110670373246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052382260","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":[0.7692366,0.100785,0.013076478,0.0019769934,0.0003176522,0.000079105674,0.00059758866,0.0002757795,0.1136547],"genre_scores_gemma":[0.88373,0.07189415,0.010085199,0.0003550396,0.00033578687,0.000026843269,0.0011420988,0.00014735904,0.0322835],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827945,0.0003641896,0.000106922154,0.00027587832,0.0006831027,0.0002905215],"domain_scores_gemma":[0.9991954,0.00019240384,0.00008624344,0.00011120092,0.00032272446,0.00009212149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024492852,0.0005543914,0.00046541085,0.0009136286,0.0010964621,0.0016584473,0.00071069575,0.0006399095,0.002634598],"category_scores_gemma":[0.00153176,0.00020993834,0.00044725064,0.0016133514,0.00075551827,0.001213418,0.0010969448,0.00096195587,0.0010001533],"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":[0.0011999024,0.00071579166,0.020136682,0.0032185551,0.0002121831,0.0022741305,0.008214735,0.0060066967,0.1262822,0.01280654,0.012856995,0.80607563],"study_design_scores_gemma":[0.00003694114,0.002240837,0.025293631,0.00037098015,0.00028309942,0.0049311933,0.0055558234,0.0011583433,0.21852766,0.0018304726,0.73965234,0.00011869389],"about_ca_topic_score_codex":0.0032712438,"about_ca_topic_score_gemma":0.0028211733,"teacher_disagreement_score":0.0032712438,"about_ca_system_score_codex":0.0013430748,"about_ca_system_score_gemma":0.0013999402,"threshold_uncertainty_score":0.012953222},"labels":[],"label_agreement":null},{"id":"W2086718153","doi":"10.1134/s2070050414010024","title":"A new gas-phase method for formic acid production: Tests on a pilot plant","year":2014,"lang":"en","type":"article","venue":"Catalysis in Industry","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safe Engineering Services & Technologies (Canada)","funders":"","keywords":"Formaldehyde; Formic acid; Methanol; Catalysis; Chemistry; Methyl formate; Partial oxidation; Yield (engineering); Formate; Catalytic oxidation; Inorganic chemistry; Organic chemistry; Materials science","score_opus":0.036374720635471265,"score_gpt":0.3217150349000777,"score_spread":0.28534031426460643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086718153","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":[0.967889,0.0010457817,0.026268383,0.00013727065,0.00008906309,0.00082540617,0.00079324766,0.00070931925,0.0022424555],"genre_scores_gemma":[0.96823883,0.0008715711,0.027467813,0.00005081679,0.000026679689,0.0003713766,0.0010322,0.00007646888,0.0018642991],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999418,0.00012544787,0.000041937947,0.00013696334,0.00021135632,0.000066268796],"domain_scores_gemma":[0.9996494,0.00009772544,0.000036182322,0.00005668691,0.00009176123,0.00006823396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061581895,0.0008685796,0.00084711803,0.0005665603,0.0008043557,0.00049296714,0.0011798475,0.0010828911,0.0017056097],"category_scores_gemma":[0.00061518804,0.00029313826,0.0005060611,0.00063200196,0.00037517704,0.00048925256,0.0005155801,0.0007916224,0.0008177859],"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":[0.0006447543,0.0010386772,0.0007585161,0.00045556843,0.00003535682,0.00032305918,0.00009661119,0.0008984793,0.9832063,0.0000627033,0.00014216725,0.0123377135],"study_design_scores_gemma":[0.00016500406,0.0051965443,0.0024248038,0.000019450268,0.0000720461,0.00033909953,0.00007456363,0.0018634688,0.9873576,0.00005141072,0.002407094,0.000028979683],"about_ca_topic_score_codex":0.00238907,"about_ca_topic_score_gemma":0.0014486637,"teacher_disagreement_score":0.00238907,"about_ca_system_score_codex":0.00038340033,"about_ca_system_score_gemma":0.00039503537,"threshold_uncertainty_score":0.0057058334},"labels":[],"label_agreement":null}]}