{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"c70f2d93964c","filters":{"venue":"International Letters of Natural Sciences"}},"results":[{"id":"W2617201403","doi":"10.18052/www.scipress.com/ilns.63.34","title":"Water Quality Assessment of the South-Eastern Part of Lake Lanao, Philippines","year":2017,"lang":"en","type":"article","venue":"International Letters of Natural Sciences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Environmental science; Sampling (signal processing); Hydrology (agriculture); Quarter (Canadian coin); Geography; Water resource management; Ecology; Biology; Engineering","authors":[{"name":"Norzeda B. Angagao","is_ca":false},{"name":"Maria Alma D. Quiao","is_ca":false},{"name":"Elnor C. Roa","is_ca":false},{"name":"Grace I. Prado","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0540840918986273,"gpt":0.3484618765744669,"spread":0.2943777846758396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002864777,0.0003226155,0.0002100134,0.0008650763,0.0006717219,0.0006522344,0.0002053334,0.0002088295,0.0006968703],"category_scores_gemma":[0.0004174859,0.0001066115,0.000207729,0.001382611,0.0002601847,0.0004343255,0.0004332778,0.0001584178,0.00007668607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000566027,"about_ca_system_score_gemma":0.0007757831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02812436,"about_ca_topic_score_gemma":0.06191872,"domain_scores_codex":[0.999822,0.0000366192,0.00001796785,0.00003406978,0.00006848566,0.00002085345],"domain_scores_gemma":[0.9996926,0.00003474372,0.00009265415,0.000008881172,0.0001381708,0.00003313561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001095679,0.00009137353,0.9345526,0.0003579401,0.00007947935,0.00105342,0.005692408,0.0008985064,0.02891594,0.00009622451,0.0004643277,0.02768822],"study_design_scores_gemma":[0.000003440605,0.0001378633,0.9903928,0.0000197034,0.0000268685,0.0002008794,0.004800537,0.001178095,0.001583654,0.00004412235,0.001598448,0.0000136198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983121,0.0001529966,0.0002324357,0.00005951224,0.000002600439,0.00001808131,0.0002287699,0.00001035241,0.0009830722],"genre_scores_gemma":[0.9987295,0.0001355986,0.0004587911,0.00001767515,0.000003675043,0.00001970726,0.0002131293,0.00000233947,0.0004193987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02812436,"threshold_uncertainty_score":0.05592132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130478564","doi":"10.18052/www.scipress.com/ilns.42.50","title":"Toxic Effect of Single Walled Carbon Nanotubes Combined with Cadmium to the Crustacean <i>Daphnia magna</i>","year":2015,"lang":"en","type":"article","venue":"International Letters of Natural Sciences","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Université du Québec; Environment and Climate Change Canada; Institut National de la Recherche Scientifique","funders":"National Research Council Canada","keywords":"Daphnia magna; Cadmium; Toxicity; Sorption; Carbon nanotube; Chemistry; Adsorption; Environmental chemistry; Acute toxicity; Nuclear chemistry; Toxicology; Biology; Nanotechnology; Materials science; Organic chemistry","authors":[{"name":"Messika Revel","is_ca":true},{"name":"Michel Fournier","is_ca":true},{"name":"Christian Gagnon","is_ca":true},{"name":"Pierre Yves Robidoux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01238698743321538,"gpt":0.2436971084268637,"spread":0.2313101209936483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122469,0.0003364111,0.0003284772,0.0002038083,0.0002082801,0.0002504677,0.0001499277,0.0004781352,0.0005095651],"category_scores_gemma":[0.000166946,0.0001787896,0.0003289478,0.000117835,0.0001984809,0.0001458353,0.0002806628,0.0002371672,0.0001087808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003148183,"about_ca_system_score_gemma":0.0002019657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552457,"about_ca_topic_score_gemma":0.003197967,"domain_scores_codex":[0.9998115,0.00002685321,0.00001650404,0.00004998935,0.00006933499,0.00002594074],"domain_scores_gemma":[0.9998875,0.00002380314,0.00002722851,0.00001037925,0.00002979911,0.00002136551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006488638,0.00001247983,0.0008975381,0.00004950499,0.00001406499,0.0000584614,0.00001058512,0.0001253743,0.997728,0.000008170283,0.00001311923,0.001017743],"study_design_scores_gemma":[0.000004611974,0.0007829163,0.009655601,0.000007699407,0.00004072512,0.0001181114,0.00004888306,0.0006225237,0.9879287,0.00001230306,0.0007714203,0.000006534683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988027,0.0004353255,0.0003398178,0.00002676989,0.00001437378,0.000007427762,0.00005397938,0.000005902026,0.0003136956],"genre_scores_gemma":[0.9958248,0.0006150757,0.001971155,0.00005787571,0.000007737024,0.00001451394,0.0001270549,0.000005876063,0.001375835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001552457,"threshold_uncertainty_score":0.003086865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313033289","doi":"10.56431/p-5lr918","title":"Toxic Effect of Single Walled Carbon Nanotubes Combined with Cadmium to the Crustacean <i>Daphnia magna</i>","year":2015,"lang":"en","type":"article","venue":"International Letters of Natural Sciences","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada; National Research Council Canada; Université du Québec","funders":"","keywords":"Daphnia magna; Cadmium; Toxicity; Sorption; Carbon nanotube; Environmental chemistry; Adsorption; Chemistry; Acute toxicity; Nuclear chemistry; Toxicology; Biology; Materials science; Nanotechnology; Organic chemistry","authors":[{"name":"Messika Revel","is_ca":true},{"name":"Michel Fournier","is_ca":true},{"name":"Christian Gagnon","is_ca":true},{"name":"Pierre Yves Robidoux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01238698743321538,"gpt":0.2436971084268637,"spread":0.2313101209936483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122469,0.0003364111,0.0003284772,0.0002038083,0.0002082801,0.0002504677,0.0001499277,0.0004781352,0.0005095651],"category_scores_gemma":[0.000166946,0.0001787896,0.0003289478,0.000117835,0.0001984809,0.0001458353,0.0002806628,0.0002371672,0.0001087808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003148183,"about_ca_system_score_gemma":0.0002019657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552457,"about_ca_topic_score_gemma":0.003197967,"domain_scores_codex":[0.9998115,0.00002685321,0.00001650404,0.00004998935,0.00006933499,0.00002594074],"domain_scores_gemma":[0.9998875,0.00002380314,0.00002722851,0.00001037925,0.00002979911,0.00002136551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006488638,0.00001247983,0.0008975381,0.00004950499,0.00001406499,0.0000584614,0.00001058512,0.0001253743,0.997728,0.000008170283,0.00001311923,0.001017743],"study_design_scores_gemma":[0.000004611974,0.0007829163,0.009655601,0.000007699407,0.00004072512,0.0001181114,0.00004888306,0.0006225237,0.9879287,0.00001230306,0.0007714203,0.000006534683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988027,0.0004353255,0.0003398178,0.00002676989,0.00001437378,0.000007427762,0.00005397938,0.000005902026,0.0003136956],"genre_scores_gemma":[0.9958248,0.0006150757,0.001971155,0.00005787571,0.000007737024,0.00001451394,0.0001270549,0.000005876063,0.001375835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001552457,"threshold_uncertainty_score":0.003086865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}