{"meta":{"query_hash":"643920082ae8","filters":{"venue":"Agricultural Engineering Today"},"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/643920082ae8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Agricultural+Engineering+Today"},"results":[{"id":"W4410465158","doi":"10.52151/aet2022464.1612","title":"Transforming Agriculture through Innovation drive","year":2025,"lang":"en","type":"article","venue":"Agricultural Engineering Today","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","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":"Association of Canadian Archivists","funders":"","keywords":"Agriculture; Veterinary medicine; Engineering; Biotechnology; Mathematics; Biology; Medicine; Ecology","score_opus":0.006459818188407803,"score_gpt":0.19190670733244058,"score_spread":0.1854468891440328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410465158","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030145701,0.009398776,0.029752461,0.102987856,0.0015084185,0.00017694371,0.00014379305,0.00040307146,0.82548296],"genre_scores_gemma":[0.8671146,0.016003061,0.017372431,0.011448045,0.0014060079,0.00025457755,0.0001275967,0.00013577442,0.08613788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972549,0.00094535266,0.00008646041,0.00037447535,0.00087696884,0.00046187892],"domain_scores_gemma":[0.99538594,0.0020472712,0.00044019366,0.0005360266,0.000640329,0.0009502237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036483677,0.00048377895,0.00031940086,0.0015427697,0.002286712,0.009558271,0.00090003584,0.0026606773,0.012817726],"category_scores_gemma":[0.0060733156,0.00014513545,0.00039577452,0.0011690308,0.009650482,0.005492959,0.0057270117,0.0029301862,0.003191785],"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":[0.000014117883,0.000073521885,0.00073319284,0.00017867463,0.000013609769,0.00020508212,0.0025264667,0.0003642523,0.00054797943,0.92631215,0.015241761,0.053789124],"study_design_scores_gemma":[0.000016377799,0.00006001867,0.0008418827,0.0002972333,0.0000093310855,0.00019097628,0.0017722528,0.000594838,0.0006327324,0.5514104,0.44415942,0.000014555538],"about_ca_topic_score_codex":0.00079129776,"about_ca_topic_score_gemma":0.0010626536,"teacher_disagreement_score":0.012817726,"about_ca_system_score_codex":0.003117291,"about_ca_system_score_gemma":0.0050771455,"threshold_uncertainty_score":0.04287952},"labels":[],"label_agreement":null},{"id":"W4410465179","doi":"10.52151/aet2022464.1602","title":"Transforming Agriculture through AI and Drone technique","year":2025,"lang":"en","type":"article","venue":"Agricultural Engineering Today","topic":"Smart Agriculture and AI","field":"Agricultural and Biological Sciences","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":"Optech (Canada)","funders":"","keywords":"Drone; Agriculture; Veterinary medicine; Engineering; Biology; Medicine; Ecology; Genetics","score_opus":0.004016112134090555,"score_gpt":0.18409617709957496,"score_spread":0.1800800649654844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410465179","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07941744,0.022476632,0.31304175,0.018853998,0.0015664678,0.00019290294,0.00018894288,0.0013091755,0.5629527],"genre_scores_gemma":[0.69373333,0.026866436,0.1804494,0.0033558523,0.00041729043,0.00023631407,0.00023211559,0.0002649367,0.094444446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955183,0.00011851046,0.000019466877,0.00007593173,0.00017530269,0.000058998074],"domain_scores_gemma":[0.9995561,0.00019078559,0.000040636176,0.00009025551,0.00007584694,0.000046290348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007210761,0.000291601,0.00025839833,0.0007795755,0.0007145396,0.0024128454,0.00059932674,0.00079210504,0.005688566],"category_scores_gemma":[0.0010209535,0.00011782119,0.0004109837,0.000584631,0.0027144887,0.002341139,0.002146985,0.0013957263,0.0017617691],"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":[0.00006887916,0.00017110922,0.0016913502,0.00072488247,0.000048821123,0.00043779402,0.0031367005,0.0050795674,0.030479636,0.60597783,0.011404234,0.34077922],"study_design_scores_gemma":[0.000025335412,0.00023535106,0.0018256058,0.00054770935,0.000031228632,0.00070720393,0.0024964388,0.00922545,0.01274722,0.27578044,0.69631654,0.000061465296],"about_ca_topic_score_codex":0.0007565911,"about_ca_topic_score_gemma":0.0012412487,"teacher_disagreement_score":0.005688566,"about_ca_system_score_codex":0.00075473613,"about_ca_system_score_gemma":0.000729086,"threshold_uncertainty_score":0.019030213},"labels":[],"label_agreement":null}]}