{"meta":{"query_hash":"913ea726e96b","filters":{"venue":"Springer oceanography"},"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/913ea726e96b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Springer+oceanography"},"results":[{"id":"W4408734432","doi":"10.1007/978-981-96-2520-8_12","title":"Development of Multiparametric Standard Seawater (MSSW) for CO2 Parameters, Dissolved Oxygen, and Density of Seawater","year":2025,"lang":"en","type":"book-chapter","venue":"Springer oceanography","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advantech AMT (Canada)","funders":"Japan Agency for Marine-Earth Science and Technology","keywords":"Seawater; Oxygen; Chemistry; Environmental chemistry; Environmental science; Oceanography; Geology; Organic chemistry","score_opus":0.021144710829803234,"score_gpt":0.2373917057287281,"score_spread":0.21624699489892485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408734432","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07602208,0.02100306,0.7959218,0.0011496692,0.0014471958,0.00073261146,0.0033621287,0.0056349966,0.094726466],"genre_scores_gemma":[0.13567995,0.010902127,0.690499,0.0006245656,0.00024392825,0.00083487167,0.009288165,0.0013161578,0.15061128],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993512,0.00007500085,0.000051444145,0.00010232801,0.00040281392,0.000017249173],"domain_scores_gemma":[0.9995765,0.000056874247,0.000032051095,0.000061235354,0.00024319615,0.000030082814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011395405,0.00074626185,0.00045629984,0.0016491927,0.00020129223,0.0007298009,0.0013309745,0.0006333596,0.0040674596],"category_scores_gemma":[0.0005887294,0.00033576824,0.0005220636,0.0012538353,0.000282414,0.0010109276,0.0008161542,0.00066041696,0.0036846444],"study_design_candidate":"bench_or_experimental","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":[0.00007174584,0.00008488965,0.0014713381,0.0007338322,0.000018636796,0.00014177377,0.0000932825,0.0013214586,0.4011919,0.00535251,0.0095226485,0.5799959],"study_design_scores_gemma":[0.000021102698,0.0006444589,0.00596207,0.00017305523,0.00004334554,0.0016608376,0.00008372507,0.008313618,0.5971933,0.0023815674,0.38344872,0.00007422853],"about_ca_topic_score_codex":0.00044764025,"about_ca_topic_score_gemma":0.00096066674,"teacher_disagreement_score":0.0040674596,"about_ca_system_score_codex":0.00037115326,"about_ca_system_score_gemma":0.0005112801,"threshold_uncertainty_score":0.013606966},"labels":[],"label_agreement":null},{"id":"W4408734449","doi":"10.1007/978-981-96-2520-8_16","title":"Certified Reference Material of Trace Elements in Seawater, NMIJ CRM 7204-a","year":2025,"lang":"en","type":"book-chapter","venue":"Springer oceanography","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":1,"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":"Seawater; Certification; Certified reference materials; TRACE (psycholinguistics); Environmental chemistry; Environmental science; Chemistry; Geology; Oceanography; Chromatography; Political science; Philosophy","score_opus":0.034906502805505,"score_gpt":0.273770793418351,"score_spread":0.23886429061284598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408734449","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23608099,0.0126039665,0.37422773,0.0019408455,0.004650894,0.005346493,0.11046474,0.00725638,0.24742796],"genre_scores_gemma":[0.27059588,0.005506116,0.46196932,0.0025347404,0.00052141375,0.0054996354,0.16746053,0.0015753427,0.084337],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9883533,0.0013767895,0.0009510262,0.001443812,0.007600867,0.00027417231],"domain_scores_gemma":[0.99233454,0.00024099759,0.00048128597,0.0006198646,0.0062283333,0.000094864736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00499694,0.0014667356,0.0010060669,0.005448631,0.001427642,0.0012124659,0.0040287757,0.0015929549,0.009503435],"category_scores_gemma":[0.0064297137,0.00046860604,0.0007685434,0.005091563,0.0005430145,0.0009450714,0.0011645539,0.0011650354,0.009362583],"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":[0.0008729345,0.0009979814,0.019047854,0.003011116,0.00022996186,0.00051591825,0.0003043094,0.0047603403,0.59598935,0.008459055,0.112307735,0.2535034],"study_design_scores_gemma":[0.0002296979,0.00041487854,0.027184088,0.0005594174,0.00025648624,0.0010187243,0.0003560818,0.007955472,0.22015642,0.0020899249,0.739629,0.00014987736],"about_ca_topic_score_codex":0.0136759775,"about_ca_topic_score_gemma":0.020338852,"teacher_disagreement_score":0.0136759775,"about_ca_system_score_codex":0.0017608142,"about_ca_system_score_gemma":0.00425406,"threshold_uncertainty_score":0.031792104},"labels":[],"label_agreement":null}]}