{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8ce69f261178","filters":{"venue":"2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania"}},"results":[{"id":"W3124910995","doi":"","title":"Efficiency and Regulation of Dairy Farms: A Comparison of Ontario and New York State","year":2011,"lang":"en","type":"article","venue":"2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"","keywords":"State (computer science); Agricultural economics; Agricultural science; Environmental science; Economics; Mathematics; Algorithm","authors":[{"name":"Peter Slade","is_ca":true},{"name":"Getu Hailu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04103394762601155,"gpt":0.2264543003745423,"spread":0.1854203527485307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001357482,0.00009860886,0.0003686877,0.00130589,0.002092711,0.002311872,0.000923003,0.0004736292,0.002825989],"category_scores_gemma":[0.004731684,0.0003327724,0.0004748651,0.003189677,0.001674446,0.0007102581,0.001043013,0.0003498624,0.000150123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05944964,"about_ca_system_score_gemma":0.0410207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9855012,"about_ca_topic_score_gemma":0.9967875,"domain_scores_codex":[0.9977177,0.0002060398,0.0000804751,0.0001549309,0.001067392,0.0007734158],"domain_scores_gemma":[0.9950252,0.0008366706,0.001112017,0.000204029,0.001942526,0.0008794864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005649981,0.0001001556,0.9328896,0.000137327,0.000208313,0.0002444871,0.008056269,0.004440108,0.001964471,0.02088814,0.006421177,0.02408489],"study_design_scores_gemma":[0.00001849403,0.00001850151,0.9903983,0.00002045331,0.00002335685,0.00001699534,0.002092671,0.0008324552,0.0001643611,0.0002616306,0.00614083,0.00001192404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686223,0.0005924861,0.0005015122,0.001887664,0.0000104625,0.00006537508,0.00130885,0.000015183,0.02699617],"genre_scores_gemma":[0.9918486,0.0003067212,0.0002075613,0.000123912,0.000005509762,0.00002244211,0.0005123386,0.000008458317,0.006964421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05944964,"threshold_uncertainty_score":0.4313394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124381283","doi":"","title":"Are Canadian Farmers Overconfident","year":2011,"lang":"en","type":"article","venue":"2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Agricultural economics; Economics; Natural resource economics","authors":[{"name":"Stefanie Fryza","is_ca":false},{"name":"Fabio Mattos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02160551817153967,"gpt":0.2060588322899924,"spread":0.1844533141184527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00250054,0.0002207665,0.0003357282,0.002111108,0.008886117,0.005847814,0.001635004,0.001761569,0.01946652],"category_scores_gemma":[0.02051066,0.0003099003,0.0002496461,0.005590081,0.004019429,0.002709945,0.001246276,0.001650292,0.001087337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04847729,"about_ca_system_score_gemma":0.0690603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895962,"about_ca_topic_score_gemma":0.9939947,"domain_scores_codex":[0.9965118,0.0002777621,0.00006824695,0.0002837725,0.001410331,0.001448101],"domain_scores_gemma":[0.9821904,0.002348337,0.003488054,0.0005615156,0.007394655,0.004017123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007975871,0.0002441907,0.665585,0.000184866,0.00009663868,0.0008753283,0.04454511,0.0002848999,0.0008131001,0.02845769,0.1442451,0.1138705],"study_design_scores_gemma":[0.0000774636,0.00007229586,0.6552826,0.0003317693,0.00008428682,0.000359411,0.2001692,0.0004549108,0.0003963389,0.004353164,0.1382422,0.0001765585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8263028,0.002522129,0.0001418318,0.06405047,0.0002892532,0.00004038646,0.001943855,0.00002215103,0.1046872],"genre_scores_gemma":[0.9812866,0.001451891,0.00006420329,0.004217111,0.00004785592,0.00001011132,0.0003286125,0.00001278382,0.01258077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04847729,"threshold_uncertainty_score":0.351729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123567834","doi":"","title":"Benefit-Cost Assessment of Different Homestead Vegetable Gardening on Improving Household Food and Nutrition Security in Rural Bangladesh","year":2011,"lang":"en","type":"article","venue":"2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Food security; Livelihood; Business; Resource (disambiguation); Agricultural economics; Food processing; Natural resource economics; Developing country; Agriculture; Economic growth; Economics; Geography; Food science","authors":[{"name":"Asaduzzaman","is_ca":false},{"name":"Anwar Naseem","is_ca":true},{"name":"Rohit Singla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01696019504472175,"gpt":0.2086668212270155,"spread":0.1917066261822937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001482506,0.0003685555,0.0003392882,0.0008289721,0.0002429981,0.0005079381,0.0003801195,0.0003530316,0.001837108],"category_scores_gemma":[0.002833761,0.0001338071,0.0006388476,0.001100447,0.0003714398,0.0005870627,0.0005317443,0.0002028132,0.0001100669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002502014,"about_ca_system_score_gemma":0.0006913939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008711133,"about_ca_topic_score_gemma":0.02238829,"domain_scores_codex":[0.9991509,0.0004711363,0.00003696882,0.00005753091,0.0001891024,0.00009443634],"domain_scores_gemma":[0.9984422,0.0008283741,0.0002074362,0.00008497978,0.0003146368,0.0001224348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02375956,0.002413531,0.5458691,0.001329047,0.001203685,0.00132413,0.0006176478,0.1682005,0.04060774,0.006496955,0.0006689118,0.2075091],"study_design_scores_gemma":[0.0003997946,0.01465375,0.9184515,0.0001230142,0.0008658571,0.0002936024,0.001875172,0.04610493,0.01153062,0.003063724,0.002534611,0.0001033017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977076,0.0001271092,0.0003885883,0.00003202573,0.000001827204,0.00005214475,0.0002524699,0.0000031387,0.001435075],"genre_scores_gemma":[0.9992039,0.00009100144,0.0004100663,0.000004378412,9.08236e-7,0.00002216385,0.0001008793,0.000001092764,0.0001655197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008711133,"threshold_uncertainty_score":0.01815343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122509376","doi":"","title":"Consumer acceptance and valuation of beef that has been tested for BSE","year":2011,"lang":"en","type":"article","venue":"2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania","topic":"Prion Diseases and Protein Misfolding","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Contingent valuation; Willingness to pay; Business; Agricultural science; Valuation (finance); Product (mathematics); Consumer safety; Marketing; Advertising; Economics; Mathematics","authors":[{"name":"John Cranfield","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05207429075354116,"gpt":0.269091694350459,"spread":0.2170174035969179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002051454,0.0001626275,0.0001783718,0.0007078227,0.0003218306,0.001039335,0.0002100687,0.000361421,0.003043614],"category_scores_gemma":[0.00539168,0.00009826193,0.0005584475,0.0007481998,0.0005797554,0.0004629644,0.0003267032,0.0005960714,0.0002349695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023954,"about_ca_system_score_gemma":0.0004323229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05330911,"about_ca_topic_score_gemma":0.04967704,"domain_scores_codex":[0.9988656,0.0003323118,0.00005146168,0.00005322107,0.0005626959,0.0001346932],"domain_scores_gemma":[0.9942788,0.002130377,0.001567884,0.0002298149,0.001143912,0.0006492724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005875578,0.0001916504,0.9792179,0.00005746716,0.0001124449,0.0002031093,0.002348586,0.0002362235,0.001487789,0.0001961777,0.0002293473,0.01513186],"study_design_scores_gemma":[0.000004919378,0.0002310685,0.9964869,0.00001317147,0.00001480021,0.00008192531,0.002260288,0.0003321518,0.000171756,0.0000681408,0.000324108,0.0000107021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982924,0.00006682177,0.00007188837,0.00005369894,0.000002075736,0.000007933219,0.0001067898,0.000001811646,0.001396609],"genre_scores_gemma":[0.9993644,0.00006235531,0.00007132821,0.00001996404,0.000002729858,0.000002865462,0.0001138778,8.181603e-7,0.0003616255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05330911,"threshold_uncertainty_score":0.1059976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123111512","doi":"","title":"Economic Analysis of Marker-Assisted Selection in Canola","year":2011,"lang":"en","type":"article","venue":"2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania","topic":"Nitrogen and Sulfur Effects on Brassica","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Canola; Selection (genetic algorithm); Marker-assisted selection; Business; Computer science; Biology; Agronomy; Genetic marker; Artificial intelligence; Genetics","authors":[{"name":"Rohit Singla","is_ca":true},{"name":"Anwar Naseem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009978599558687693,"gpt":0.2318305581121046,"spread":0.2218519585534169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005079671,0.000368231,0.0008271616,0.001914351,0.0004932609,0.001436266,0.0008502777,0.0006134851,0.002424848],"category_scores_gemma":[0.01265308,0.0003103541,0.000692319,0.001835961,0.0008759713,0.0007820436,0.0005464387,0.0006444124,0.0001065942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002902218,"about_ca_system_score_gemma":0.001231677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007061602,"about_ca_topic_score_gemma":0.006179124,"domain_scores_codex":[0.9987424,0.0009132939,0.00002778734,0.00007816746,0.0001445304,0.00009382994],"domain_scores_gemma":[0.9892141,0.01003956,0.000256549,0.0001487563,0.0002297314,0.0001112549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008534582,0.0002614055,0.02695586,0.0001371334,0.0003107649,0.0005081502,0.0001138833,0.8224674,0.004806592,0.09867326,0.0009061232,0.04400596],"study_design_scores_gemma":[0.0000536058,0.0001756944,0.02121802,0.00001466455,0.0001186536,0.00007600052,0.0001177482,0.9534512,0.0008011722,0.02297037,0.000975212,0.00002757996],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002601,0.001527333,0.08602562,0.001259076,0.00004772434,0.0001276688,0.0003394276,0.0000982542,0.01031477],"genre_scores_gemma":[0.9890614,0.000385143,0.007839243,0.00005327866,0.00002060322,0.00004624835,0.0001336514,0.00001449128,0.002445992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007061602,"threshold_uncertainty_score":0.02686417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}