{"meta":{"query_hash":"7e869fa4d2c6","filters":{"venue":"Open Journal Systems (Taiwan Association of Engineering and Technology Innovation)"},"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/7e869fa4d2c6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Open+Journal+Systems+%28Taiwan+Association+of+Engineering+and+Technology+Innovation%29"},"results":[{"id":"W2339220537","doi":"","title":"Caustic Hydrogen Peroxide Treatment of Effluent from Cassava Processing Industry: Prospects and Limitations","year":2015,"lang":"en","type":"article","venue":"Open Journal Systems (Taiwan Association of Engineering and Technology Innovation)","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":10,"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":"Hydrogen peroxide; Effluent; Caustic (mathematics); Waste management; Pulp and paper industry; Sewage treatment; Engineering; Environmental science; Chemistry; Organic chemistry; Physics","score_opus":0.041852113466303575,"score_gpt":0.2572550709795448,"score_spread":0.21540295751324123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339220537","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":[0.772656,0.18291686,0.022549547,0.0075909644,0.00025927508,0.00018020536,0.0003213789,0.000102933715,0.013422822],"genre_scores_gemma":[0.8839311,0.09536488,0.011684715,0.00046337864,0.00018982285,0.00010962233,0.00035713371,0.000023101176,0.007876145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99959296,0.00010083266,0.000042828095,0.00006461961,0.00014989973,0.0000489746],"domain_scores_gemma":[0.9993963,0.00017778837,0.000083503786,0.00004868304,0.0002558393,0.000037864127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062442,0.00032928953,0.0003540318,0.000295659,0.00029034654,0.0011800032,0.00067209813,0.0011657103,0.0015478869],"category_scores_gemma":[0.00049713627,0.00013945723,0.0004423709,0.00054226816,0.00036514556,0.0012894191,0.00030767766,0.00045449956,0.000428887],"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":[0.0013005794,0.0006464295,0.026937027,0.0074197277,0.00014012709,0.001194019,0.00073674764,0.0044065327,0.6046833,0.0029611075,0.0020575342,0.34751692],"study_design_scores_gemma":[0.000053319516,0.004154394,0.024041157,0.000711631,0.00026750268,0.0023019298,0.0027628413,0.00853704,0.87884814,0.004432873,0.073810406,0.0000788055],"about_ca_topic_score_codex":0.0015295421,"about_ca_topic_score_gemma":0.0022859972,"teacher_disagreement_score":0.0015478869,"about_ca_system_score_codex":0.00038815322,"about_ca_system_score_gemma":0.00083902414,"threshold_uncertainty_score":0.005618751},"labels":[],"label_agreement":null},{"id":"W7015602593","doi":"","title":"A Systematic Review of Coal Mine Dust Suppression Methods Based on Numerical Simulations and Experimental Investigations","year":2025,"lang":"en","type":"article","venue":"Open Journal Systems (Taiwan Association of Engineering and Technology Innovation)","topic":"Coal Properties and Utilization","field":"Engineering","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":"Coal dust; Coal mining; Coal; Airflow; Dust control; Computer simulation; Cabin pressurization","score_opus":0.013122623387810978,"score_gpt":0.288884181063057,"score_spread":0.275761557675246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015602593","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016028195,0.9942624,0.0020218773,0.0003060864,0.00017564278,0.00022635465,0.0004662896,0.000037654852,0.00090083655],"genre_scores_gemma":[0.008668393,0.98622024,0.0037950985,0.00032204206,0.00008820696,0.00030669625,0.00034919733,0.000021761827,0.00022836201],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9950997,0.001473695,0.0016627737,0.0005145767,0.0011349701,0.00011427961],"domain_scores_gemma":[0.9752787,0.018676335,0.0023306026,0.00064812874,0.0028606367,0.00020564484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070876945,0.0018075858,0.0038068714,0.008840546,0.00058061804,0.0020236792,0.0018732384,0.0014270705,0.0045143547],"category_scores_gemma":[0.026276242,0.0010013134,0.0050877575,0.007194261,0.0008219084,0.0019198165,0.0012570256,0.0009106151,0.00064842857],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002105816,0.00011204828,0.0011995792,0.65760654,0.0031684693,0.00016819191,0.00032926854,0.0014632044,0.0012019359,0.0017543305,0.0051776227,0.3276082],"study_design_scores_gemma":[0.00021775604,0.0011664999,0.008574868,0.6257503,0.03228493,0.0008069401,0.0008548804,0.002293725,0.0034463906,0.0033643693,0.32101896,0.00022045763],"about_ca_topic_score_codex":0.0058773565,"about_ca_topic_score_gemma":0.012921908,"teacher_disagreement_score":0.008840546,"about_ca_system_score_codex":0.0014437793,"about_ca_system_score_gemma":0.011764043,"threshold_uncertainty_score":0.03748375},"labels":[],"label_agreement":null},{"id":"W7073718141","doi":"","title":"Evaluation of Time-Frequency Representations for Deep Learning-Based Rotating Machinery Fault Diagnosis","year":2025,"lang":"en","type":"article","venue":"Open Journal Systems (Taiwan Association of Engineering and Technology Innovation)","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","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":"HEC Montréal","funders":"","keywords":"Short-time Fourier transform; Robustness (evolution); Continuous wavelet transform; Pattern recognition (psychology); Wavelet transform; Time–frequency analysis; Fourier transform; Convolutional neural network; Reliability (semiconductor); Fault (geology)","score_opus":0.017530971392117223,"score_gpt":0.2613401934782963,"score_spread":0.24380922208617906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073718141","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":[0.5630969,0.0032041906,0.4266639,0.00054811017,0.00019828936,0.00012828587,0.00045087564,0.0024128351,0.003296642],"genre_scores_gemma":[0.94207805,0.0004513839,0.055651262,0.0000792061,0.000027342656,0.000047001737,0.0007145347,0.00003317814,0.00091803126],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950254,0.00012291415,0.000043869044,0.00008606082,0.00017503995,0.00006955879],"domain_scores_gemma":[0.99869543,0.0007050652,0.00014794285,0.00009401936,0.0002992372,0.000058386413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015523022,0.001030456,0.00061153877,0.0009615857,0.000198423,0.000632493,0.0007329352,0.0008932805,0.00084574334],"category_scores_gemma":[0.004368307,0.00017161686,0.00038546033,0.00053020066,0.0002621553,0.0011485957,0.0006205465,0.0007239011,0.00027059214],"study_design_candidate":"simulation_or_modeling","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":[0.0007408671,0.00040100008,0.007316142,0.00022491996,0.00016092557,0.000102487465,0.000056888468,0.48457327,0.012109827,0.0012920742,0.0017115227,0.49131003],"study_design_scores_gemma":[0.000010129337,0.000118213786,0.0009252648,0.0000114735985,0.000015761718,0.000024296141,0.000013745543,0.99487454,0.0035485788,0.0002662376,0.00018652933,0.0000052372447],"about_ca_topic_score_codex":0.003919084,"about_ca_topic_score_gemma":0.002981173,"teacher_disagreement_score":0.003919084,"about_ca_system_score_codex":0.00063167914,"about_ca_system_score_gemma":0.00070386543,"threshold_uncertainty_score":0.008209467},"labels":[],"label_agreement":null}]}