{"meta":{"query_hash":"c70f2d93964c","filters":{"venue":"International Letters of Natural Sciences"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/c70f2d93964c","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Letters+of+Natural+Sciences"},"results":[{"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 &lt;i&gt;Daphnia magna&lt;/i&gt;","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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.01238698743321538,"score_gpt":0.24369710842686368,"score_spread":0.2313101209936483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130478564","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":[0.97882944,0.00015802185,0.00002591542,0.019281065,0.00052585255,0.00032602448,0.000016868802,0.000028399523,0.0008084022],"genre_scores_gemma":[0.9983375,0.000001991068,0.0010045242,0.0004001374,0.0000911615,0.00003350857,0.000002290612,0.0000073595584,0.000121491794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99803627,0.000115425195,0.00031649604,0.00031505193,0.0009672705,0.00024951808],"domain_scores_gemma":[0.99888384,0.0003832975,0.00021841637,0.00022498616,0.0001939964,0.000095450545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009573421,0.0001501098,0.00022485651,0.0001208378,0.000111226764,0.00009701614,0.0010352371,0.00002936964,0.00003944578],"category_scores_gemma":[0.00032082896,0.00008250482,0.00006238631,0.00040498713,0.00050977216,0.00021847531,0.00013190042,0.00005644364,0.000019446294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015524919,0.00005333719,0.0006320204,0.000005232499,0.000011350105,0.0000016569321,0.0002010674,0.0004392707,0.99541914,0.0012418363,0.0015739654,0.00026587752],"study_design_scores_gemma":[0.00042987373,0.0006220254,0.0024119406,0.00006006068,0.000019839843,0.00000739547,0.000041756473,0.00061184156,0.9929831,0.00007402795,0.0026005756,0.00013755233],"about_ca_topic_score_codex":0.00009379744,"about_ca_topic_score_gemma":0.0001681175,"teacher_disagreement_score":0.019508086,"about_ca_system_score_codex":0.00007109199,"about_ca_system_score_gemma":0.000058687823,"threshold_uncertainty_score":0.33644488},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0540840918986273,"score_gpt":0.34846187657446687,"score_spread":0.2943777846758396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617201403","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":[0.97193676,0.000003687759,0.000048444632,0.022533854,0.0009854644,0.00008169919,0.000054333133,0.0000039902984,0.0043517747],"genre_scores_gemma":[0.99857056,0.000001723535,0.00038011075,0.0004981047,0.000054861208,0.0000024582673,0.0000035366088,0.0000018176039,0.00048685257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831194,0.00009356942,0.0003625538,0.00018315438,0.0009092417,0.00013953383],"domain_scores_gemma":[0.9991414,0.000041849133,0.0004845699,0.00028022408,0.000027507383,0.000024465882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008471267,0.00008227911,0.00014137833,0.00002741094,0.00018322177,0.000040432606,0.0013400206,0.000024013538,0.00074448937],"category_scores_gemma":[0.000059387356,0.00004355732,0.00011361728,0.00004565419,0.0013488973,0.00032887197,0.00045537847,0.00008277314,0.000009165432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010349527,0.000056796656,0.88806474,0.000011490889,0.000027813476,4.020939e-7,0.0004752503,0.0005721181,0.108054586,0.0015043904,0.0005203733,0.00070168806],"study_design_scores_gemma":[0.00018287459,0.000019709565,0.96054745,0.00003277403,0.0000060595503,9.656958e-7,0.000060284012,0.00039717136,0.03412333,0.00034792346,0.004204956,0.00007649148],"about_ca_topic_score_codex":0.00072962337,"about_ca_topic_score_gemma":0.000540038,"teacher_disagreement_score":0.07393125,"about_ca_system_score_codex":0.00003082052,"about_ca_system_score_gemma":0.00001225872,"threshold_uncertainty_score":0.8151637},"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 &lt;i&gt;Daphnia magna&lt;/i&gt;","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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01238698743321538,"score_gpt":0.24369710842686368,"score_spread":0.2313101209936483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313033289","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":[0.97882944,0.00015802185,0.00002591542,0.019281065,0.00052585255,0.00032602448,0.000016868802,0.000028399523,0.0008084022],"genre_scores_gemma":[0.9983375,0.000001991068,0.0010045242,0.0004001374,0.0000911615,0.00003350857,0.000002290612,0.0000073595584,0.000121491794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99803627,0.000115425195,0.00031649604,0.00031505193,0.0009672705,0.00024951808],"domain_scores_gemma":[0.99888384,0.0003832975,0.00021841637,0.00022498616,0.0001939964,0.000095450545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009573421,0.0001501098,0.00022485651,0.0001208378,0.000111226764,0.00009701614,0.0010352371,0.00002936964,0.00003944578],"category_scores_gemma":[0.00032082896,0.00008250482,0.00006238631,0.00040498713,0.00050977216,0.00021847531,0.00013190042,0.00005644364,0.000019446294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015524919,0.00005333719,0.0006320204,0.000005232499,0.000011350105,0.0000016569321,0.0002010674,0.0004392707,0.99541914,0.0012418363,0.0015739654,0.00026587752],"study_design_scores_gemma":[0.00042987373,0.0006220254,0.0024119406,0.00006006068,0.000019839843,0.00000739547,0.000041756473,0.00061184156,0.9929831,0.00007402795,0.0026005756,0.00013755233],"about_ca_topic_score_codex":0.00009379744,"about_ca_topic_score_gemma":0.0001681175,"teacher_disagreement_score":0.019508086,"about_ca_system_score_codex":0.00007109199,"about_ca_system_score_gemma":0.000058687823,"threshold_uncertainty_score":0.33644488},"labels":[],"label_agreement":null}]}