{"meta":{"query_hash":"f3fdd6b183cb","filters":{"venue":"Fedgazette"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/f3fdd6b183cb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Fedgazette"},"results":[{"id":"W1535538112","doi":"","title":"Theme song for softwood lumber: Oh, Canada","year":2002,"lang":"en","type":"article","venue":"Fedgazette","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"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":"Softwood; Theme (computing); Pulp and paper industry; Engineering; Computer science","score_opus":0.014041682995764476,"score_gpt":0.16522941091328527,"score_spread":0.1511877279175208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535538112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637949,0.0043122857,0.0034537325,0.0028945294,0.0018772541,0.00056404516,0.00017509259,0.0008046611,0.022123486],"genre_scores_gemma":[0.9982919,0.000015208131,0.0002832994,0.000073672694,0.00020259565,0.00004941503,0.000004073538,0.000026634922,0.0010532031],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993394,0.000004750812,0.00013078161,0.0001267106,0.000100241894,0.0002981249],"domain_scores_gemma":[0.9996605,0.00007429148,0.000011283976,0.00017646333,0.00002403601,0.00005340932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036599355,0.00012384316,0.00015247473,0.00001602154,0.00010152872,0.000016713733,0.000099326004,0.000034619738,0.00009039549],"category_scores_gemma":[0.000032845364,0.00012012776,0.000054382042,0.00006612238,0.00001667369,0.000047440055,0.000018168063,0.000074942574,0.00002375608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012913956,0.00005634548,0.039434083,0.00042367412,0.00037785748,0.00001960936,0.0023932331,0.002243349,0.00051819696,0.00069466484,0.89893633,0.054889724],"study_design_scores_gemma":[0.0008266498,0.000050997573,0.039120425,0.00002660365,0.000048971397,0.000005265239,0.00026246224,0.021483568,0.0010980107,0.00045084258,0.9360343,0.00059189956],"about_ca_topic_score_codex":0.010976054,"about_ca_topic_score_gemma":0.83484054,"teacher_disagreement_score":0.82386446,"about_ca_system_score_codex":0.00008893936,"about_ca_system_score_gemma":0.0000094512725,"threshold_uncertainty_score":0.99560994},"labels":[],"label_agreement":null},{"id":"W1540977473","doi":"","title":"Canadian tourism on the rise, eh?","year":2006,"lang":"en","type":"article","venue":"Fedgazette","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":0,"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":"Tourism; Business; Geography; Archaeology","score_opus":0.011857374277085728,"score_gpt":0.23485940094618987,"score_spread":0.22300202666910415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540977473","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084351614,0.00006106738,0.000014493896,0.09538244,0.00052491896,0.0002740373,0.0000025390018,0.000066344626,0.8193225],"genre_scores_gemma":[0.8241342,0.000020373664,0.00006079061,0.002564875,0.0008880051,0.000029342986,0.0000037335237,0.000009589067,0.17228913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990114,0.00007416223,0.000100978265,0.00014478138,0.00027972655,0.00038893352],"domain_scores_gemma":[0.9996134,0.00005705569,0.00003276546,0.00016383913,0.00002541508,0.00010752468],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004829496,0.00008139069,0.00006510997,0.00008506088,0.0008955688,0.00013144822,0.00028138034,0.00004826108,0.0013021555],"category_scores_gemma":[0.00003512413,0.0000613589,0.000040956653,0.0002150507,0.000077551995,0.00005541555,0.000024203124,0.00009682715,0.0010421902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014516681,0.000009241215,0.0007254452,7.17892e-7,0.0000058561604,0.000022448039,0.00093159656,0.0000043491477,0.0000031370498,0.10760756,0.88789517,0.002793028],"study_design_scores_gemma":[0.00006316893,0.000004763365,0.0127935335,0.0000055539685,0.0000050221615,7.264647e-8,0.00044646955,0.0000050047543,0.00002797727,0.0065667047,0.97998315,0.00009859268],"about_ca_topic_score_codex":0.4529052,"about_ca_topic_score_gemma":0.708069,"teacher_disagreement_score":0.7397826,"about_ca_system_score_codex":0.00024088607,"about_ca_system_score_gemma":0.00019755652,"threshold_uncertainty_score":0.9997356},"labels":[],"label_agreement":null},{"id":"W1542301515","doi":"","title":"Pipelines to feed the beast","year":2007,"lang":"en","type":"article","venue":"Fedgazette","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"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":"Pipeline transport; Business; Environmental science; Environmental engineering","score_opus":0.01205243455417008,"score_gpt":0.26181915454044075,"score_spread":0.24976671998627067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542301515","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28433013,0.00023605378,0.0004140339,0.021931563,0.0010796976,0.0001406429,0.000013320076,0.00023990641,0.6916146],"genre_scores_gemma":[0.97157556,0.0000056604745,0.0002470359,0.017632164,0.0015508216,0.0000066001808,0.000010112362,0.000019929286,0.008952139],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901146,0.000031369662,0.00018756202,0.0001717668,0.00017782956,0.0004200241],"domain_scores_gemma":[0.9993238,0.00007520966,0.000034189576,0.00035603915,0.000052988173,0.00015776434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002976979,0.00013236825,0.00011395714,0.000055858745,0.00017022046,0.00004414395,0.0003309352,0.00007876079,0.00020112531],"category_scores_gemma":[0.00011002786,0.00009266107,0.000075586184,0.0003560537,0.000047161888,0.00005175552,0.0000825953,0.00012685536,0.0017607458],"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":[0.00006320288,0.00003591275,0.000090437214,0.000004924686,0.000025373822,0.000019413948,0.0009844998,0.0013297183,0.0016120436,0.89030707,0.07192606,0.033601362],"study_design_scores_gemma":[0.00016110709,0.000023145854,0.005762754,0.00000800361,0.000008394508,0.0000117316495,0.00009690863,0.000021864907,0.002778932,0.0022297348,0.98876536,0.00013205466],"about_ca_topic_score_codex":0.0041805822,"about_ca_topic_score_gemma":0.010238693,"teacher_disagreement_score":0.9168393,"about_ca_system_score_codex":0.000029250677,"about_ca_system_score_gemma":0.000016798365,"threshold_uncertainty_score":0.9990165},"labels":[],"label_agreement":null},{"id":"W1550578909","doi":"","title":"First-quarter ag survey shows west and east are hurting","year":2003,"lang":"en","type":"article","venue":"Fedgazette","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"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":"Quarter (Canadian coin); Geography","score_opus":0.12554298695943394,"score_gpt":0.39142464819734113,"score_spread":0.2658816612379072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550578909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8458841,0.00035987858,0.0007191955,0.011284944,0.0005177006,0.0007994805,0.0000431563,0.00040396838,0.13998762],"genre_scores_gemma":[0.9962349,0.000032310938,0.00052302546,0.00026384465,0.00013051479,0.00003263823,0.0000024171438,0.000018210629,0.0027621407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979122,0.00059883005,0.0001916648,0.0002991902,0.00047208986,0.0005259755],"domain_scores_gemma":[0.99895805,0.00038324355,0.00008454861,0.00024353608,0.0001438206,0.00018678697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032143956,0.00011396287,0.00015798883,0.00008439939,0.0006795465,0.00022526986,0.0002756346,0.00013273118,0.0005805983],"category_scores_gemma":[0.0021038272,0.0001150494,0.000038534614,0.00036171678,0.0003133857,0.00019179948,0.000059823844,0.0002495596,0.00018318614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017206776,0.000080385835,0.8914221,0.000038942922,0.000023249839,0.000062516854,0.0075687966,0.0000039208817,0.00019155745,0.0055179233,0.09159998,0.0034734374],"study_design_scores_gemma":[0.0004134879,0.00007315606,0.63869125,0.00012252785,0.000010781934,0.000009078878,0.0077785393,0.00009086503,0.00032306908,0.0032477516,0.34868217,0.00055733765],"about_ca_topic_score_codex":0.0016455686,"about_ca_topic_score_gemma":0.02671127,"teacher_disagreement_score":0.2570822,"about_ca_system_score_codex":0.00007333423,"about_ca_system_score_gemma":0.00008217569,"threshold_uncertainty_score":0.9910487},"labels":[],"label_agreement":null},{"id":"W1570962438","doi":"","title":"Agricultural conditions mixed in third quarter","year":2003,"lang":"en","type":"article","venue":"Fedgazette","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","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":"Quarter (Canadian coin); Agriculture; Agricultural economics; Business; Environmental science; Economics; Geography","score_opus":0.012446991168441848,"score_gpt":0.20410877209252687,"score_spread":0.19166178092408503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570962438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9543872,0.000051738843,2.1614444e-7,0.0036667138,0.0001973411,0.00014223106,0.000039102455,0.000043407803,0.041472085],"genre_scores_gemma":[0.9975074,0.000015600479,0.000025893998,0.00074140786,0.0001992279,0.000027304297,0.00010353453,5.109081e-7,0.0013791448],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99908847,0.00007208294,0.00021757175,0.00022684352,0.000067193745,0.00032786877],"domain_scores_gemma":[0.99968535,0.00008384955,0.00006175083,0.000041508898,0.000026750517,0.00010076999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110316716,0.00014082095,0.00015993277,0.000010655673,0.00013936282,0.00006881575,0.0001463261,0.00009211247,0.0005539649],"category_scores_gemma":[0.000026650334,0.00004545581,0.00009647589,0.0002600727,0.000031596566,0.00015452546,0.000017927043,0.00013129464,0.00050941616],"study_design_candidate":"observational","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":[0.00002281181,0.00041673673,0.06014313,0.000013091684,0.00005705352,0.0000296479,0.0007856018,0.0000683759,0.37910295,0.120277666,0.43352926,0.005553682],"study_design_scores_gemma":[0.0001740948,0.00006421894,0.8781225,0.000009141179,0.0000044524845,0.000020373998,0.00062775,0.000006237197,0.0016111083,0.0018729677,0.11724119,0.00024593095],"about_ca_topic_score_codex":0.0001558534,"about_ca_topic_score_gemma":0.0018474475,"teacher_disagreement_score":0.8179794,"about_ca_system_score_codex":0.000037826507,"about_ca_system_score_gemma":0.0000048699208,"threshold_uncertainty_score":0.65476847},"labels":[],"label_agreement":null},{"id":"W1591398357","doi":"","title":"Mother Nature hits farmers and ranchers in second quarter","year":2002,"lang":"en","type":"article","venue":"Fedgazette","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"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":"Quarter (Canadian coin); Geography; Archaeology","score_opus":0.0068820607633423864,"score_gpt":0.17551398414664868,"score_spread":0.1686319233833063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591398357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98226917,0.00044630445,2.671791e-7,0.010439623,0.00006705552,0.00013003143,0.000005106142,0.000018890049,0.006623577],"genre_scores_gemma":[0.9942132,0.00001895823,0.000032812874,0.0031426263,0.000050444487,0.000011012463,0.0000035139703,5.062359e-7,0.0025269159],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993774,0.000033810156,0.00011483974,0.00021576569,0.000052059622,0.00020608872],"domain_scores_gemma":[0.99983543,0.000043882905,0.000022148495,0.000031243435,0.000012550939,0.000054764314],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010998139,0.00009000001,0.000104189894,0.000009849827,0.000058962614,0.000034181736,0.00008069911,0.00014799481,0.0035749094],"category_scores_gemma":[0.000010047679,0.000036412122,0.000027625465,0.000105498126,0.000046404224,0.000081343096,0.000021467325,0.00018076712,0.00004488781],"study_design_candidate":"observational","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":[0.00005211151,0.00020933127,0.31372198,0.000055100678,0.000037558246,0.00003849653,0.0036224816,0.0000015811333,0.007852464,0.0006408379,0.046232305,0.62753576],"study_design_scores_gemma":[0.00020721534,0.000046998946,0.57378066,0.00000672177,0.000001453607,0.0000036921592,0.0011602787,0.000043326192,0.00018302664,0.00040178213,0.42399985,0.00016503596],"about_ca_topic_score_codex":0.000016933653,"about_ca_topic_score_gemma":0.0003621532,"teacher_disagreement_score":0.6273707,"about_ca_system_score_codex":0.00002854616,"about_ca_system_score_gemma":0.0000018367691,"threshold_uncertainty_score":0.997336},"labels":[],"label_agreement":null}]}