{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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"},"query_hash":"18af6f4dd111","filters":{"venue":"Journal of Insect Biodiversity and Systematics"}},"results":[{"id":"W3205837417","doi":"10.52547/jibs.7.4.365","title":"Contribution to Pentatomoidea (Hemiptera: Heteroptera: Pentatomomorpha) fauna of Tartous with a new record for Syria","year":2021,"lang":"en","type":"article","venue":"Journal of Insect Biodiversity and Systematics","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Institut National de la Recherche Agronomique","keywords":"Heteroptera; Hemiptera; Fauna; Biology; Geography; Zoology; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.03316398235426943,"gpt":0.2247261220002282,"spread":0.1915621396459588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003403432,0.0001435412,0.00058336,0.00003113626,0.0001796524,0.00006511507,0.0001838853,0.0000649637,0.00004235608],"category_scores_gemma":[0.0002715221,0.00006101323,0.0001476243,0.000207438,0.00003924838,0.000144144,0.0001112874,0.00008865333,0.00000371147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005521392,"about_ca_system_score_gemma":0.00003429844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009419109,"about_ca_topic_score_gemma":0.0003620739,"domain_scores_codex":[0.998785,0.00007818601,0.0005293999,0.0001458222,0.0002842399,0.0001773843],"domain_scores_gemma":[0.9981458,0.000283083,0.0005344364,0.00006590376,0.0007999414,0.0001708913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003071336,0.0007303964,0.598314,0.002952163,0.001670408,0.0005488656,0.007652787,0.00001693332,0.3478121,0.0002355255,0.02406037,0.01293504],"study_design_scores_gemma":[0.01772854,0.02865364,0.4660727,0.01069214,0.002698485,0.006980803,0.02446635,0.0001690923,0.412977,0.001265366,0.02558861,0.002707303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976912,0.0003042048,0.0002859796,0.0009773534,0.000200635,0.0003266052,0.0001719701,0.000006876289,0.00003524267],"genre_scores_gemma":[0.9978225,0.00007197708,0.001654295,0.0002981381,0.0001024443,0.000001766705,0.00001022184,6.621654e-7,0.00003803163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1322414,"threshold_uncertainty_score":0.2488047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292065036","doi":"10.52547/jibs.8.3.483","title":"Six new species of the genus Eumerus Meigen, 1822 from Iran (Diptera, Syrphidae)","year":2022,"lang":"en","type":"article","venue":"Journal of Insect Biodiversity and Systematics","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"University of Zabol; Iranian Research Institute of Plant Protection","keywords":"Genus; Zoology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.06027860106773049,"gpt":0.1893978931075013,"spread":0.1291192920397708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003152214,0.0001110691,0.0003490389,0.00002275175,0.0004597551,0.0000611609,0.0004914326,0.00004638029,0.001048865],"category_scores_gemma":[0.0000323477,0.00004088436,0.000233323,0.0002029437,0.00007276214,0.0001147995,0.0002591589,0.0002010232,0.000005902801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005238195,"about_ca_system_score_gemma":0.00002067985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004700452,"about_ca_topic_score_gemma":0.0001813299,"domain_scores_codex":[0.9986747,0.0001925077,0.0004549309,0.00009930877,0.0004560857,0.0001224681],"domain_scores_gemma":[0.9989408,0.0001519304,0.000670422,0.00007203761,0.0000773593,0.00008742777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003499,0.0006406949,0.8819602,0.0002789624,0.0004303383,0.000124122,0.006941914,0.00004242319,0.04926172,0.0002580474,0.03303871,0.02667301],"study_design_scores_gemma":[0.0008470124,0.001113188,0.7508835,0.000263977,0.0004280959,0.0001797236,0.01712491,0.00001797865,0.003064574,0.0000778613,0.2256501,0.0003490626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975873,0.0004891846,0.000003324668,0.0005875984,0.0005415095,0.0001460785,0.0002252166,0.000004633137,0.0004151527],"genre_scores_gemma":[0.9990754,0.00004332609,0.00007509229,0.0001374405,0.0001539976,4.930581e-7,0.000004283722,3.402957e-7,0.0005097012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1926114,"threshold_uncertainty_score":0.9998643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285095819","doi":"10.52547/jibs.8.3.435","title":"Expansion in the distribution of Pauesia silana Tremblay (Hymenoptera, Braconidae, Aphidiinae), across North Africa, a recent discovery in Tunisia","year":2022,"lang":"en","type":"article","venue":"Journal of Insect Biodiversity and Systematics","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Zabol; Université de Montréal","keywords":"Braconidae; Hymenoptera; Biology; Distribution (mathematics); Parasitoid; Botany; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.03931910322315019,"gpt":0.2214527537051189,"spread":0.1821336504819688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207095,0.0001001169,0.0003277091,0.00003308565,0.0002192879,0.00005494243,0.0002943386,0.00004966842,0.00001158971],"category_scores_gemma":[0.00004122472,0.00003945558,0.00009736015,0.0004154803,0.00004288546,0.0001940934,0.00009422956,0.0002477269,2.934859e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009291007,"about_ca_system_score_gemma":0.00001373614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000436249,"about_ca_topic_score_gemma":0.000989994,"domain_scores_codex":[0.9984137,0.000445156,0.0005035166,0.00009724553,0.0003818914,0.0001584286],"domain_scores_gemma":[0.9992064,0.0001890032,0.0004415585,0.00005601508,0.00007693747,0.00003010982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008197376,0.001268884,0.9398111,0.0003166884,0.00004346902,0.0003648714,0.02048319,0.0000595945,0.02702228,0.0001771372,0.0009671427,0.008665944],"study_design_scores_gemma":[0.0005102715,0.001199709,0.9804442,0.0001373657,0.00003675583,0.00008399814,0.01660502,0.00006650919,0.0002751935,0.00006837428,0.0004421369,0.0001304721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988839,0.0002634479,0.000007315078,0.0002779652,0.00005716034,0.0002409965,0.0002373293,0.000004042901,0.00002786225],"genre_scores_gemma":[0.9996957,0.0001938942,0.00000671071,0.00004762629,0.00001831797,0.000003403357,0.00002691595,3.169848e-7,0.000007100392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04063312,"threshold_uncertainty_score":0.1686607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093322703","doi":"10.52547/jibs.7.1.15","title":"A survey of True flies (Insecta: Diptera) by DNA Barcoding of Malaise Trap Collection in Bangladesh","year":2021,"lang":"en","type":"article","venue":"Journal of Insect Biodiversity and Systematics","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"DNA barcoding; Trap (plumbing); Malaise; Geography; Biology; Zoology","retraction":null,"screen_n_in":null,"score":{"opus":0.05346780125966299,"gpt":0.2120541171628744,"spread":0.1585863159032114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006536526,0.00009272066,0.0004669213,0.00004742131,0.00008318976,0.00003644936,0.000125805,0.00008889649,0.0000745355],"category_scores_gemma":[0.0001206018,0.00004409119,0.0001125353,0.000392208,0.00006245149,0.000159175,0.00004362219,0.0001067117,5.642922e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003472066,"about_ca_system_score_gemma":0.00002195259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003711999,"about_ca_topic_score_gemma":0.001680285,"domain_scores_codex":[0.998739,0.000272116,0.0005674739,0.00009142951,0.0002260683,0.000103915],"domain_scores_gemma":[0.9988613,0.000274262,0.0004971929,0.00003567999,0.0002769222,0.00005462652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001273065,0.0003174009,0.914013,0.0004636844,0.0000525286,0.00003385381,0.0007665383,0.000001288347,0.0813898,0.000009411361,0.0008757944,0.001949362],"study_design_scores_gemma":[0.0005749999,0.0005453545,0.9742527,0.0005932082,0.00006398194,0.00007907271,0.002438058,0.00002619142,0.02099288,0.000004676109,0.0003023697,0.0001264887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989699,0.0004708303,0.000004810772,0.00008492756,0.000126858,0.00009383756,0.0001563982,0.000002303399,0.00009010875],"genre_scores_gemma":[0.99968,0.0001670687,0.00006410268,0.00001600241,0.00001566769,4.189425e-7,0.00001218016,2.881234e-7,0.0000442501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06039692,"threshold_uncertainty_score":0.1797986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}