{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"e35d58a58c86","filters":{"venue":"Environmental Research and Technology"}},"results":[{"id":"W4392197807","doi":"10.35208/ert.1397380","title":"Fostering sustainability: The environmental advantages of natural fiber composite materials – a mini review","year":2024,"lang":"en","type":"review","venue":"Environmental Research and Technology","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Sustainability; Composite number; Natural (archaeology); Fiber; Materials science; Business; Composite material; Geography; Ecology; Biology","authors":[{"name":"Sivasubramanian Palanisamy","is_ca":false},{"name":"Thulasi Mani Murugesan","is_ca":true},{"name":"Murugesan Palaniappan","is_ca":false},{"name":"Carlo Santulli","is_ca":false},{"name":"Nadir Ayrılmış","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03216596524723742,"gpt":0.3653943123093615,"spread":0.3332283470621241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001050022,0.0005410151,0.001486613,0.0004571503,0.0002602955,0.000105938,0.001193737,0.000381288,0.0006515232],"category_scores_gemma":[0.00009566289,0.0003281065,0.0001962271,0.0004156251,0.002477334,0.0001540479,0.006032062,0.001207167,0.0005643115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004929675,"about_ca_system_score_gemma":0.00007226234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006830276,"about_ca_topic_score_gemma":5.46763e-7,"domain_scores_codex":[0.9963335,0.0004024275,0.0008805618,0.0008626179,0.0007076784,0.0008132466],"domain_scores_gemma":[0.9982288,0.0004332899,0.0002608464,0.0009622599,0.00001427761,0.0001005672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002388356,0.00007263408,0.000002946056,0.03916284,0.0001259325,0.0001292641,0.00002864069,4.19825e-8,0.07911001,0.0002595487,0.0004495885,0.8806347],"study_design_scores_gemma":[0.0001738654,0.0004762328,0.000003848346,0.01893178,0.0005066887,0.0008326189,0.000125672,0.000001023493,0.03700078,0.00287212,0.9385198,0.0005555924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008564746,0.988094,3.193355e-7,0.0005047779,0.0001560086,0.00222662,0.000310107,0.0000761773,0.00006727017],"genre_scores_gemma":[0.007192275,0.9897932,0.0001368561,0.00001960125,0.00005207348,0.000373971,0.0001508158,0.00006894746,0.002212225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9380702,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395010232","doi":"10.35208/ert.1385026","title":"Thermal analysis of St. John's Wort wastes and biochars: A study of combustion characteristics and kinetics","year":2024,"lang":"en","type":"article","venue":"Environmental Research and Technology","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","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":"Biochar; Combustion; Biomass (ecology); Context (archaeology); Thermogravimetric analysis; Pulp and paper industry; Waste management; Pyrolysis; Chemistry; Environmental science; Organic chemistry; Engineering; Agronomy","authors":[{"name":"Anıl Tevfik Koçer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01133085035169661,"gpt":0.24764793476413,"spread":0.2363170844124334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009519317,0.00007001706,0.000160724,0.0005158434,0.0000170947,0.00001071409,0.0000661762,0.00008421315,0.00004422108],"category_scores_gemma":[0.00002069186,0.00006302646,0.000009269892,0.0004641497,0.0004235827,0.00003143908,0.0001681312,0.0001469418,8.28762e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001597123,"about_ca_system_score_gemma":0.000002087608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002863746,"about_ca_topic_score_gemma":0.000001871306,"domain_scores_codex":[0.9994423,0.00001251459,0.0001315138,0.0001517919,0.0001374876,0.0001243383],"domain_scores_gemma":[0.9997547,0.00008119777,0.00001326179,0.0001072061,0.000007109194,0.00003655606],"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":[0.00001463553,0.0001280092,0.03274553,0.0001256776,0.0003095027,0.00001009424,0.0001822393,0.000002172916,0.9387435,0.00005663687,0.00000612863,0.02767583],"study_design_scores_gemma":[0.0004769865,0.001372498,0.08660291,0.00006927495,0.0002610259,0.000006285229,0.004076199,0.003902543,0.902556,0.0003673176,0.0001327698,0.0001762014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971311,0.002591023,0.00001387805,0.00004885927,0.000009706256,0.0001075267,0.0000481941,0.00003670985,0.00001302083],"genre_scores_gemma":[0.9987856,0.001125845,0.00004359907,6.033096e-7,0.000003412336,0.000007814931,0.00001106256,0.000008709339,0.00001333146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05385739,"threshold_uncertainty_score":0.2570145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}