{"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":"7e869fa4d2c6","filters":{"venue":"Open Journal Systems (Taiwan Association of Engineering and Technology Innovation)"}},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Olayinka Omotosho","is_ca":false},{"name":"Anthony Amori","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04185211346630358,"gpt":0.2572550709795448,"spread":0.2154029575132412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062442,0.0003292895,0.0003540318,0.000295659,0.0002903465,0.001180003,0.0006720981,0.00116571,0.001547887],"category_scores_gemma":[0.0004971363,0.0001394572,0.0004423709,0.0005422682,0.0003651456,0.001289419,0.0003076777,0.0004544996,0.000428887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881532,"about_ca_system_score_gemma":0.0008390241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529542,"about_ca_topic_score_gemma":0.002285997,"domain_scores_codex":[0.999593,0.0001008327,0.00004282809,0.00006461961,0.0001498997,0.0000489746],"domain_scores_gemma":[0.9993963,0.0001777884,0.00008350379,0.00004868304,0.0002558393,0.00003786413],"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":[0.001300579,0.0006464295,0.02693703,0.007419728,0.0001401271,0.001194019,0.0007367476,0.004406533,0.6046833,0.002961108,0.002057534,0.3475169],"study_design_scores_gemma":[0.00005331952,0.004154394,0.02404116,0.000711631,0.0002675027,0.00230193,0.002762841,0.00853704,0.8788481,0.004432873,0.07381041,0.0000788055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.772656,0.1829169,0.02254955,0.007590964,0.0002592751,0.0001802054,0.0003213789,0.0001029337,0.01342282],"genre_scores_gemma":[0.8839311,0.09536488,0.01168471,0.0004633786,0.0001898229,0.0001096223,0.0003571337,0.00002310118,0.007876145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001547887,"threshold_uncertainty_score":0.005618751,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01753097139211722,"gpt":0.2613401934782963,"spread":0.2438092220861791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001552302,0.001030456,0.0006115388,0.0009615857,0.000198423,0.000632493,0.0007329352,0.0008932805,0.0008457433],"category_scores_gemma":[0.004368307,0.0001716169,0.0003854603,0.0005302007,0.0002621553,0.001148596,0.0006205465,0.0007239011,0.0002705921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006316791,"about_ca_system_score_gemma":0.0007038654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003919084,"about_ca_topic_score_gemma":0.002981173,"domain_scores_codex":[0.9995025,0.0001229141,0.00004386904,0.00008606082,0.00017504,0.00006955879],"domain_scores_gemma":[0.9986954,0.0007050652,0.0001479428,0.00009401936,0.0002992372,0.00005838641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007408671,0.0004010001,0.007316142,0.00022492,0.0001609256,0.0001024875,0.00005688847,0.4845733,0.01210983,0.001292074,0.001711523,0.49131],"study_design_scores_gemma":[0.00001012934,0.0001182138,0.0009252648,0.0000114736,0.00001576172,0.00002429614,0.00001374554,0.9948745,0.003548579,0.0002662376,0.0001865293,0.000005237245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5630969,0.003204191,0.4266639,0.0005481102,0.0001982894,0.0001282859,0.0004508756,0.002412835,0.003296642],"genre_scores_gemma":[0.9420781,0.0004513839,0.05565126,0.0000792061,0.00002734266,0.00004700174,0.0007145347,0.00003317814,0.0009180313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003919084,"threshold_uncertainty_score":0.008209467,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Coal dust; Coal mining; Coal; Airflow; Dust control; Computer simulation; Cabin pressurization","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01312262338781098,"gpt":0.288884181063057,"spread":0.275761557675246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007087694,0.001807586,0.003806871,0.008840546,0.000580618,0.002023679,0.001873238,0.00142707,0.004514355],"category_scores_gemma":[0.02627624,0.001001313,0.005087757,0.007194261,0.0008219084,0.001919816,0.001257026,0.0009106151,0.0006484286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443779,"about_ca_system_score_gemma":0.01176404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005877357,"about_ca_topic_score_gemma":0.01292191,"domain_scores_codex":[0.9950997,0.001473695,0.001662774,0.0005145767,0.00113497,0.0001142796],"domain_scores_gemma":[0.9752787,0.01867633,0.002330603,0.0006481287,0.002860637,0.0002056448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002105816,0.0001120483,0.001199579,0.6576065,0.003168469,0.0001681919,0.0003292685,0.001463204,0.001201936,0.00175433,0.005177623,0.3276082],"study_design_scores_gemma":[0.000217756,0.0011665,0.008574868,0.6257503,0.03228493,0.0008069401,0.0008548804,0.002293725,0.003446391,0.003364369,0.321019,0.0002204576],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00160282,0.9942624,0.002021877,0.0003060864,0.0001756428,0.0002263546,0.0004662896,0.00003765485,0.0009008365],"genre_scores_gemma":[0.008668393,0.9862202,0.003795099,0.0003220421,0.00008820696,0.0003066963,0.0003491973,0.00002176183,0.000228362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008840546,"threshold_uncertainty_score":0.03748375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}