{"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","author_layer_release":"2026-06-26"},"query_hash":"8321d4ab38b3","filters":{"venue":"Société Française d'Ichtyologie"}},"results":[{"id":"W2341554686","doi":"10.26028/cybium/2006-304supp-007","title":"Deepwater skates (Rajidae) collected during the 2004 cruises of R.V. “G.O. Sars” and M.S. “Loran” in the Mid-Atlantic Ridge area","year":2021,"lang":"en","type":"article","venue":"Société Française d'Ichtyologie","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geology; Geography; Forestry; Art","authors":[{"name":"А. М. Орлов","is_ca":false},{"name":"Charles Cotton","is_ca":false},{"name":"Ingvar Byrkjedal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01789744633259728,"gpt":0.2482709294104051,"spread":0.2303734830778078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002036329,0.0002684575,0.0002541101,0.00136059,0.0004889479,0.0002017097,0.0002147765,0.0001506254,0.001282232],"category_scores_gemma":[0.000294956,0.0002377831,0.0003060683,0.0006370574,0.0003601841,0.0002186578,0.0006333644,0.0001553485,0.0007906115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004346912,"about_ca_system_score_gemma":0.0005966952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02353829,"about_ca_topic_score_gemma":0.09328169,"domain_scores_codex":[0.9998164,0.00002120459,0.00002496758,0.00005085357,0.00004860601,0.00003808739],"domain_scores_gemma":[0.999745,0.00002393504,0.0001255221,0.00001681916,0.00003700499,0.00005189754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462515,0.00005485813,0.9573928,0.0001705373,0.00007221185,0.0002836547,0.002370655,0.00007093857,0.01635172,0.00005506238,0.000358171,0.02267301],"study_design_scores_gemma":[0.000003405755,0.000182065,0.9965654,0.00001169031,0.0000244268,0.0004045391,0.0006703147,0.00004193834,0.0006543146,0.000005868914,0.001431109,0.000004999047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983229,0.0001516406,0.00006456785,0.000004711784,0.000003106101,0.00001228787,0.0004448487,0.000006774184,0.0009891514],"genre_scores_gemma":[0.9952915,0.0003788807,0.0007469099,0.000022488,0.000007283779,0.00003544234,0.001449149,0.000003382691,0.00206505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02353829,"threshold_uncertainty_score":0.04680258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2463060732","doi":"10.26028/cybium/2000-242-007","title":"First western Atlantic record of Zeugopterus punctatus (Pleuronectiformes: Scophthalmidae) from off the Newfoundland coast (Canada)","year":2022,"lang":"en","type":"article","venue":"Société Française d'Ichtyologie","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Fishery; Forestry; Biology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01379485567666316,"gpt":0.2258480578720219,"spread":0.2120532021953587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001349626,0.0001330539,0.0001465131,0.0005980774,0.001242353,0.0005332698,0.0002071761,0.0002328058,0.001738132],"category_scores_gemma":[0.0003356537,0.0001594815,0.00009515224,0.0006259197,0.000529582,0.0002422183,0.0006050106,0.0003324191,0.0003010552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881192,"about_ca_system_score_gemma":0.002807343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8510376,"about_ca_topic_score_gemma":0.9712606,"domain_scores_codex":[0.9998966,0.000005375249,0.000006333362,0.00002679875,0.00002461566,0.00004017157],"domain_scores_gemma":[0.9992422,0.00003399082,0.0001724442,0.00003682388,0.0003395843,0.0001749495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007665156,0.00001163688,0.9822922,0.0000330557,0.00003043678,0.0001650876,0.001435503,0.00003065207,0.004425705,0.00007258179,0.0009236941,0.01050292],"study_design_scores_gemma":[0.000001061556,0.000009309055,0.9979016,0.00001195876,0.00000856701,0.00006338989,0.0004170583,0.0000136498,0.00008770836,0.000003415262,0.001480516,0.0000017592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938572,0.0003927567,0.000119731,0.0001038747,0.00001191609,0.000007573476,0.001327816,0.000008603013,0.004170468],"genre_scores_gemma":[0.9962183,0.0002580782,0.0003013254,0.00008082244,0.000005705094,0.000008264843,0.0007359622,0.000003990995,0.002387599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1489624,"threshold_uncertainty_score":0.2996793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6964255694","doi":"10.26028/cybium/2008-322sp-107","title":"Relationships between egg fatty acid and metal composition and maternal traits in walleye (Sander vitreus)","year":2020,"lang":"en","type":"article","venue":"Société Française d'Ichtyologie","topic":"Forest Ecology and Biodiversity Studies","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":"Fatty acid; Metal; Composition (language); Maternal effect; Aquatic animal","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06175147152398252,"gpt":0.2454083801674971,"spread":0.1836569086435146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001083993,0.0001923527,0.0001359679,0.0004412979,0.0003949836,0.0003414475,0.000255074,0.0002599048,0.001068042],"category_scores_gemma":[0.0004424561,0.0002187681,0.00009177047,0.0002587731,0.000403291,0.0001662539,0.0003532569,0.0001478272,0.0001428415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360752,"about_ca_system_score_gemma":0.0005300067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2566202,"about_ca_topic_score_gemma":0.5816706,"domain_scores_codex":[0.9999235,0.000007845041,0.000004353084,0.00002460862,0.00001565595,0.00002404182],"domain_scores_gemma":[0.999738,0.00004553149,0.0001041111,0.000009432163,0.00004100436,0.00006183029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006909128,0.00003739113,0.9404004,0.00002625391,0.00007565955,0.0001872694,0.001376892,0.000123884,0.05401149,0.0000601521,0.000118347,0.002891259],"study_design_scores_gemma":[0.00000217864,0.0000238108,0.9994283,0.000001313785,0.000008080015,0.00001887371,0.0001533579,0.00005826644,0.0002606484,0.000006291972,0.0000373396,0.000001474288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999842,0.00001999767,0.00001318773,0.000004288584,2.740779e-7,6.235542e-7,0.00003647125,0.000001038473,0.00008196857],"genre_scores_gemma":[0.9993528,0.00001430594,0.00006310175,0.00000694748,3.131073e-7,0.000002536304,0.00008134509,0.000001786781,0.0004768865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2566202,"threshold_uncertainty_score":0.510253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2462621552","doi":"10.26028/cybium/2006-304-007","title":"Caractéristiques de la reproduction et de la croissance pondérale relative de Pomadasys incisus (Haemulidae) du golfe de Tunis","year":2021,"lang":"fr","type":"article","venue":"Société Française d'Ichtyologie","topic":"Fish Biology and Ecology Studies","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":"Biology; Humanities; Art","authors":[{"name":"Nadia Chakroun-Marzouk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01573397903697467,"gpt":0.3052040146101012,"spread":0.2894700355731266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001700516,0.000372177,0.0002285219,0.0007140157,0.00051135,0.000446426,0.0002211465,0.0002787532,0.001602578],"category_scores_gemma":[0.0002904324,0.0001796492,0.0002317165,0.0004225085,0.0004818212,0.0002202526,0.0003123045,0.0003314597,0.0003683149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007261107,"about_ca_system_score_gemma":0.0003291737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0115547,"about_ca_topic_score_gemma":0.0296804,"domain_scores_codex":[0.999895,0.00001225914,0.000004837045,0.00004507653,0.00001830256,0.00002439131],"domain_scores_gemma":[0.9997637,0.00005073943,0.00008249524,0.00001010175,0.00005156865,0.00004139715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006717953,0.0000698862,0.4096569,0.0002083418,0.00008838185,0.00046512,0.001943658,0.0005857463,0.5638419,0.0002194658,0.0001346681,0.02211414],"study_design_scores_gemma":[0.000004614541,0.0002454228,0.9877898,0.000009448786,0.00002284291,0.000159408,0.0005431848,0.0001587868,0.009810452,0.00004250853,0.001205197,0.000008429425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985127,0.0002844956,0.0001626183,0.00001084458,0.000002071516,0.000004766835,0.0002131761,0.000004526188,0.0008048789],"genre_scores_gemma":[0.996035,0.0003114463,0.0006230029,0.00003325232,0.000004178289,0.00002569481,0.0004337762,0.000005097113,0.00252856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0115547,"threshold_uncertainty_score":0.02297485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}