{"meta":{"query_hash":"c2d7e3ab727b","filters":{"venue":"International Journal of Sustainable Energy and Environmental Research"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/c2d7e3ab727b","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Sustainable+Energy+and+Environmental+Research"},"results":[{"id":"W4378471566","doi":"10.18488/13.v12i1.3379","title":"Weather influence on the performance of solar collector","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Energy and Environmental Research","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Sky; Environmental science; Atmospheric sciences; Meteorology; Radiation; Physics; Optics","score_opus":0.020100000851393785,"score_gpt":0.2709045017819264,"score_spread":0.2508045009305326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378471566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99824655,0.00015305619,0.0008564751,0.000009415935,0.000015924668,0.000011141039,0.00010721269,0.000076264245,0.00052392826],"genre_scores_gemma":[0.99919873,0.000058960082,0.0002541048,0.000005452653,0.0000046931978,0.0000031949508,0.00015030417,0.000014993818,0.00030971016],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994993,0.00008310497,0.000052725587,0.00010148672,0.0001812253,0.000082040795],"domain_scores_gemma":[0.9989447,0.00037502366,0.00012063346,0.00013417318,0.00036586003,0.000059646514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006942734,0.0003961569,0.0004150678,0.00029345733,0.0004980977,0.0005567943,0.0003065755,0.00028273297,0.00083615846],"category_scores_gemma":[0.0015299887,0.00021388143,0.0003280853,0.000376737,0.00022082374,0.0003512323,0.00024746353,0.00019307117,0.00027912896],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003161071,0.00022896133,0.35314864,0.0004504229,0.00036756456,0.0010468174,0.0011958963,0.030417101,0.5532813,0.00023945152,0.0010275848,0.055435207],"study_design_scores_gemma":[0.00009021099,0.0015910717,0.4801574,0.00002100522,0.000291619,0.00059612945,0.0004568779,0.025109958,0.4882967,0.000101255006,0.0032078936,0.0000798311],"about_ca_topic_score_codex":0.004014417,"about_ca_topic_score_gemma":0.0033917576,"teacher_disagreement_score":0.004014417,"about_ca_system_score_codex":0.0004062893,"about_ca_system_score_gemma":0.00026520932,"threshold_uncertainty_score":0.007982075},"labels":[],"label_agreement":null},{"id":"W4385875274","doi":"10.18488/13.v12i2.3422","title":"Investigation of techniques to replace amalgamation in artisanal gold mining operations","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Energy and Environmental Research","topic":"Mining and Resource Management","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Universidade de Pernambuco; Universidade Federal de Pernambuco; AngloGold Ashanti","keywords":"Gold cyanidation; Lixiviant; Gold mining; Gold extraction; Effluent; Mercury (programming language); Cyanide; Leaching (pedology); Pulp and paper industry; Chemistry; Hydrometallurgy; Gold ore; Reagent; Metallurgy; Environmental science; Waste management; Environmental engineering; Engineering; Materials science","score_opus":0.019877114627267285,"score_gpt":0.2740860397827354,"score_spread":0.2542089251554681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385875274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810721,0.0046384563,0.0057904203,0.00019198931,0.000041435163,0.00014698783,0.00007637915,0.000078899255,0.007963378],"genre_scores_gemma":[0.9635593,0.0043722605,0.02585691,0.000077645316,0.00001349232,0.000043070348,0.000090814414,0.00003682604,0.0059496607],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994469,0.00007706616,0.0000279823,0.00008933541,0.00028720463,0.00007142451],"domain_scores_gemma":[0.99972314,0.00005547045,0.0000787421,0.000040586063,0.00008548433,0.000016572478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042341667,0.00034241762,0.00021483385,0.00087760034,0.00053924415,0.00055289664,0.00059515174,0.0003699351,0.0011366301],"category_scores_gemma":[0.0007704624,0.0001657095,0.00033037658,0.00060594024,0.00040302335,0.00042746044,0.000319224,0.00027033917,0.00037584826],"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":[0.00030278604,0.00025669174,0.008593587,0.0014447139,0.000035158966,0.0006691327,0.00068351877,0.00063167146,0.81709266,0.0006958592,0.00038886527,0.16920535],"study_design_scores_gemma":[0.000033065695,0.0036430205,0.066643775,0.00020646695,0.00018912875,0.0022838581,0.0032917426,0.0033387956,0.86041826,0.0003713948,0.05952447,0.00005611848],"about_ca_topic_score_codex":0.0038632462,"about_ca_topic_score_gemma":0.013343209,"teacher_disagreement_score":0.0038632462,"about_ca_system_score_codex":0.0005216154,"about_ca_system_score_gemma":0.00050331827,"threshold_uncertainty_score":0.007681489},"labels":[],"label_agreement":null},{"id":"W4393118375","doi":"10.18488/13.v13i1.3681","title":"Homemade copper-silver plates as an alternative for cleaning mercury-contaminated tailings from artisanal and small-scale gold mining in Colombia","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Energy and Environmental Research","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"U.S. Department of State","keywords":"Tailings; Mercury (programming language); Gold mining; Contamination; Copper mine; Environmental science; Copper; Copper mining; Mining engineering; Metallurgy; Waste management; Geology; Materials science; Engineering; Biology; Computer science","score_opus":0.01695673154097125,"score_gpt":0.2960065677116768,"score_spread":0.27904983617070556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393118375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931304,0.0015011351,0.0015721397,0.00008024173,0.000024069212,0.00007559394,0.00012283301,0.0000838578,0.003409706],"genre_scores_gemma":[0.9899053,0.0007474658,0.005226056,0.000039630675,0.0000042039537,0.000016619002,0.000108154956,0.000019680483,0.0039328025],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981564,0.000031478117,0.000009377194,0.000039577706,0.00007209832,0.000031753032],"domain_scores_gemma":[0.9999187,0.000013490521,0.000016595333,0.00000628558,0.0000326411,0.000012345549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012962997,0.00041461043,0.00032101487,0.00068620907,0.0006419696,0.0005116599,0.00042947737,0.0002870453,0.0011365138],"category_scores_gemma":[0.0001549803,0.00013003654,0.00020117078,0.00041113084,0.00028564018,0.00017128614,0.000238777,0.00026889093,0.00019173398],"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":[0.00060126884,0.0002640907,0.012605137,0.0014619747,0.00005471076,0.0014086777,0.0008769409,0.0010263978,0.89920753,0.00018364517,0.00071696355,0.081592746],"study_design_scores_gemma":[0.000070552225,0.002459003,0.19729434,0.00024629702,0.00029499352,0.0017097789,0.0052209897,0.0040409355,0.76791877,0.00018884627,0.020434584,0.0001209196],"about_ca_topic_score_codex":0.049539078,"about_ca_topic_score_gemma":0.1967009,"teacher_disagreement_score":0.049539078,"about_ca_system_score_codex":0.00073989935,"about_ca_system_score_gemma":0.00044597298,"threshold_uncertainty_score":0.0985015},"labels":[],"label_agreement":null},{"id":"W4414337946","doi":"10.18488/13.v14i2.4388","title":"Evaluating ecosystem impacts of biogas pathways using life cycle assessment and ecosystem service models","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Energy and Environmental Research","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":0,"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":"Life-cycle assessment; Biogas; Renewable energy; Biomass (ecology); Environmental impact assessment; Fossil fuel; Agriculture; Ecosystem services; Impact assessment; Climate change","score_opus":0.05996290321649564,"score_gpt":0.35823306753860884,"score_spread":0.2982701643221132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414337946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.896211,0.001185236,0.07000086,0.0005602878,0.00004373051,0.00033991892,0.0048631737,0.00030947817,0.02648628],"genre_scores_gemma":[0.97471696,0.0006834429,0.020827845,0.000044726374,0.000006798357,0.00016163677,0.0011584844,0.000036655692,0.0023634466],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968076,0.00013782716,0.00001571611,0.000044055236,0.000066237946,0.00005542141],"domain_scores_gemma":[0.99906033,0.0005876884,0.00008902415,0.00003999586,0.00015669051,0.00006632656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012452358,0.0010101671,0.00048201828,0.001614507,0.00064791954,0.0015097298,0.0009933539,0.0009941709,0.0021726927],"category_scores_gemma":[0.0017922462,0.00037908502,0.0015533876,0.0015342992,0.00041553794,0.0012231452,0.00069380575,0.0005665265,0.00018371029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043081873,0.000057502326,0.0059401984,0.00007938507,0.00010378292,0.000051376614,0.000037243495,0.9831924,0.0007695748,0.0034909637,0.00023307794,0.006001508],"study_design_scores_gemma":[0.000010058809,0.00005376004,0.001697795,0.000017173272,0.000044698125,0.000013703378,0.0000881164,0.993848,0.0005233583,0.0026845064,0.001005645,0.00001310643],"about_ca_topic_score_codex":0.17905177,"about_ca_topic_score_gemma":0.19574398,"teacher_disagreement_score":0.17905177,"about_ca_system_score_codex":0.0058795023,"about_ca_system_score_gemma":0.0043266783,"threshold_uncertainty_score":0.35601914},"labels":[],"label_agreement":null}]}