{"meta":{"query_hash":"56de66b17f7f","filters":{"venue":"2005 Tampa, FL July 17-20, 2005"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/56de66b17f7f","api":"https://metacan.xera.ac/api/v1/cohort?venue=2005+Tampa%2C+FL+July+17-20%2C+2005"},"results":[{"id":"W1991024677","doi":"10.13031/2013.20043","title":"Thermal Imaging to Identify Western Canadian Wheat Classes","year":2005,"lang":"en","type":"article","venue":"2005 Tampa, FL July 17-20, 2005","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","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":"Kernel (algebra); Materials science; Thermal; Mathematics; Meteorology; Geography","score_opus":0.014249496001412966,"score_gpt":0.2962014182447372,"score_spread":0.28195192224332427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991024677","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":[0.6461793,0.0046419706,0.00026514204,0.011085594,0.00037055745,0.00028809876,0.00055973703,0.00055058877,0.336059],"genre_scores_gemma":[0.81106985,0.0000997371,0.0013057326,0.005845725,0.0030852633,0.000052009196,0.0002171796,0.0001519664,0.17817254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996106,0.000031498024,0.0006250792,0.00082470855,0.0005745949,0.0018380957],"domain_scores_gemma":[0.99748033,0.00009983549,0.00015539852,0.0009012558,0.00010937397,0.0012538094],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024414046,0.0005771077,0.00057130604,0.00064304937,0.00036670457,0.0003515531,0.00085900817,0.0002647576,0.013552722],"category_scores_gemma":[0.00007001446,0.0005969319,0.00027018535,0.0006673874,0.0001066619,0.00054286467,0.00012231353,0.0005919385,0.004374697],"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":[0.00004696765,0.00023691829,0.03418055,0.00006686797,0.00022169061,0.00013034082,0.0005815679,0.0014538391,0.2425257,0.000017563965,0.71575755,0.004780416],"study_design_scores_gemma":[0.00059985096,0.00001160202,0.0026985542,0.000047730653,0.00021455923,0.00004603771,0.00033289587,0.00029119864,0.13520424,0.000015432659,0.85977066,0.00076721836],"about_ca_topic_score_codex":0.0094895195,"about_ca_topic_score_gemma":0.18295881,"teacher_disagreement_score":0.1734693,"about_ca_system_score_codex":0.0010607839,"about_ca_system_score_gemma":0.00044882155,"threshold_uncertainty_score":0.9996482},"labels":[],"label_agreement":null},{"id":"W2011308582","doi":"10.13031/2013.19586","title":"Bio-oil from Agricultural Residues by Fast Pyrolysis","year":2005,"lang":"en","type":"article","venue":"2005 Tampa, FL July 17-20, 2005","topic":"Thermochemical Biomass Conversion Processes","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":"Pyrolysis; Biomass (ecology); Pyrolysis oil; Liquefaction; Materials science; Ceramic; Waste management; Chemical engineering; Pulp and paper industry; Environmental science; Chemistry; Organic chemistry; Composite material; Engineering; Agronomy","score_opus":0.004739556926809506,"score_gpt":0.18369110481324052,"score_spread":0.17895154788643103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011308582","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":[0.9603242,0.010134601,0.00015158553,0.0022930324,0.00047172565,0.0001823661,0.0012732361,0.0018917664,0.023277441],"genre_scores_gemma":[0.9250405,0.0010163358,0.0040591983,0.00091731176,0.002050432,0.000073389834,0.0015019041,0.00020653346,0.06513443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997192,0.00003977631,0.0005942779,0.00062387105,0.00052343827,0.0010266388],"domain_scores_gemma":[0.9986412,0.00013028661,0.00011566132,0.00056275964,0.00008327037,0.00046680882],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012311786,0.0005971862,0.00051996787,0.00014826155,0.0001419051,0.00014923212,0.00069164974,0.00040217154,0.0041901176],"category_scores_gemma":[0.000039542396,0.00052414107,0.0002280095,0.00042840364,0.000114713825,0.0005742529,0.00011276262,0.00043166653,0.0039906474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015240048,0.000056625922,0.00006769938,0.000022534992,0.00008602549,0.0000042490465,0.00015292832,0.0004010972,0.4914444,0.0000023175487,0.503254,0.004492851],"study_design_scores_gemma":[0.00054978306,0.000010666933,0.0002007083,0.00004516568,0.000070789,0.0000054389848,0.00013267239,0.00029906808,0.4939033,0.000016763921,0.504197,0.0005686281],"about_ca_topic_score_codex":0.000042483593,"about_ca_topic_score_gemma":0.00053853117,"teacher_disagreement_score":0.041856986,"about_ca_system_score_codex":0.00031420347,"about_ca_system_score_gemma":0.000036707763,"threshold_uncertainty_score":0.999721},"labels":[],"label_agreement":null},{"id":"W2043581571","doi":"10.13031/2013.18932","title":"Impact of Slope Position and Hog Manure Injection on Soil P and N Distribution in an Undulating Landscape in Saskatchewan, Canada","year":2005,"lang":"en","type":"article","venue":"2005 Tampa, FL July 17-20, 2005","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","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":"Snowmelt; Surface runoff; Environmental science; Watershed; Hydrology (agriculture); Landform; Manure; Agronomy; Geography; Geology; Ecology","score_opus":0.004986073056342239,"score_gpt":0.21702519810193616,"score_spread":0.2120391250455939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043581571","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":[0.9973893,0.00006186309,0.000033642496,0.0007156589,0.000028930805,0.00017972571,0.000059547783,0.000013865017,0.001517439],"genre_scores_gemma":[0.9988889,0.000023119139,0.00006272144,0.00017404827,0.000044468263,0.000008802879,0.00013267211,0.00000827275,0.00065697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888486,0.00007525684,0.00022409752,0.0002987824,0.00016058823,0.00035644247],"domain_scores_gemma":[0.9996816,0.000027404545,0.00008618879,0.00011990348,0.0000045643883,0.00008035439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002653809,0.00016805853,0.0001903718,0.00007248596,0.00010932398,0.000015947091,0.00006323508,0.000093624,0.0001536927],"category_scores_gemma":[0.000006946897,0.00015325169,0.000020823503,0.00014549812,0.00008155805,0.00032113207,0.00006683093,0.00016986532,0.000009043081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017751206,0.00021213175,0.800522,0.000017779194,0.00002252996,0.000016035756,0.001302683,0.15738456,0.0024655845,0.0000048931834,0.031026175,0.0068480754],"study_design_scores_gemma":[0.0009031839,0.00022450769,0.98594564,0.000031949396,0.000017362403,0.000007234738,0.00051096675,0.00985325,0.00027113926,0.00004433938,0.001975726,0.00021471376],"about_ca_topic_score_codex":0.057445258,"about_ca_topic_score_gemma":0.94552225,"teacher_disagreement_score":0.88807696,"about_ca_system_score_codex":0.00045150268,"about_ca_system_score_gemma":0.000024691688,"threshold_uncertainty_score":0.9488313},"labels":[],"label_agreement":null},{"id":"W2055089152","doi":"10.13031/2013.19111","title":"Comparison of soft X-rays and NIR spectroscopy to detect insect infestations in grain","year":2005,"lang":"en","type":"article","venue":"2005 Tampa, FL July 17-20, 2005","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Infestation; Sitophilus; Spectroscopy; Insect; Biology; Agronomy; Larva; Materials science; Botany; Physics","score_opus":0.024130899331001897,"score_gpt":0.2758386468558769,"score_spread":0.251707747524875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055089152","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":[0.99105,0.00053992576,0.000071355615,0.0024558234,0.00008929634,0.0005113311,0.00015233834,0.00009700105,0.0050329235],"genre_scores_gemma":[0.99551064,0.000045962017,0.002633775,0.0004707479,0.0003829189,0.00004692922,0.000056125256,0.0000042617876,0.0008486466],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99774253,0.00013399991,0.00061638444,0.00044368327,0.0003157193,0.00074766245],"domain_scores_gemma":[0.99909574,0.00029494707,0.00018108552,0.0001280654,0.00007064497,0.00022949498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040612597,0.0003058086,0.0005060876,0.00010303898,0.00017443606,0.00010433542,0.00031444195,0.00016806959,0.00047399782],"category_scores_gemma":[0.00010332728,0.00016007233,0.00009741352,0.0005182661,0.00012492397,0.00034629868,0.000071113296,0.00030446635,0.00013518847],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018782064,0.00040717146,0.026539782,0.00002069608,0.000027393959,0.000009383588,0.0015964814,0.0028773681,0.91716355,0.00032147064,0.026766352,0.02408254],"study_design_scores_gemma":[0.0014018634,0.0011601992,0.5259684,0.00011376426,0.000048385507,0.000023106166,0.0007418983,0.0027409305,0.033724077,0.00096735207,0.43209758,0.001012497],"about_ca_topic_score_codex":0.00054800004,"about_ca_topic_score_gemma":0.13059138,"teacher_disagreement_score":0.8834395,"about_ca_system_score_codex":0.000111338435,"about_ca_system_score_gemma":0.000050546638,"threshold_uncertainty_score":0.88527304},"labels":[],"label_agreement":null},{"id":"W2068915005","doi":"10.13031/2013.19493","title":"Pipeline vs. Truck Transport of Beef Cattle Manure","year":2005,"lang":"en","type":"article","venue":"2005 Tampa, FL July 17-20, 2005","topic":"Agricultural Engineering and Mechanization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Truck; Manure; Beef cattle; Environmental science; Manure management; Pipeline (software); Waste management; Engineering; Agronomy; Automotive engineering; Forestry; Geography","score_opus":0.004688999133227024,"score_gpt":0.18075344900997445,"score_spread":0.17606444987674744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068915005","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":[0.7255657,0.008977685,0.17712215,0.003580372,0.0041094236,0.0023049386,0.0016370174,0.006034718,0.07066804],"genre_scores_gemma":[0.9244369,0.0004014437,0.008090119,0.00021113045,0.0016787976,0.000035169618,0.00078288146,0.0001471365,0.06421642],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831325,0.000010866449,0.0005168635,0.00027220367,0.00030098148,0.00058584166],"domain_scores_gemma":[0.999306,0.000021078064,0.00006835307,0.00030862034,0.00007520109,0.00022070331],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001365127,0.00035763285,0.00039473764,0.00014073517,0.000052758067,0.0000141383325,0.00023781473,0.00023940326,0.0006202493],"category_scores_gemma":[0.000009431778,0.00032099494,0.00014058551,0.00029256754,0.00002494424,0.00025116283,0.000013202686,0.00029070213,0.00034866232],"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":[0.000018163963,0.00008915903,0.00006767227,0.00013930412,0.000047314526,0.0000059828,0.0005537159,0.71566963,0.01678758,0.000104601204,0.26294193,0.0035749318],"study_design_scores_gemma":[0.00081196544,0.00003912381,0.0016327207,0.00009395457,0.0000933481,0.00003619767,0.000051305047,0.047158368,0.04058328,0.00001146602,0.9089115,0.0005767266],"about_ca_topic_score_codex":0.000012561409,"about_ca_topic_score_gemma":0.00027864132,"teacher_disagreement_score":0.6685113,"about_ca_system_score_codex":0.0001435302,"about_ca_system_score_gemma":0.000025800031,"threshold_uncertainty_score":0.9999242},"labels":[],"label_agreement":null}]}