{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"65a06255898a","filters":{"venue":"Shijie linye yanjiu"}},"results":[{"id":"W224066872","doi":"","title":"Advances in Study of Lignin Biosynthesis and Genetic Engineering Modification","year":2007,"lang":"en","type":"article","venue":"Shijie linye yanjiu","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Lignin; Biosynthesis; Cellulose; Chemistry; Metabolic engineering; Biochemistry; Botany; Biotechnology; Biology; Gene; Organic chemistry","authors":[{"name":"Li JinHua","is_ca":true},{"name":"Zhang Qiwen","is_ca":false},{"name":"Niu ZhengTian","is_ca":false},{"name":"Mengzhu Lu","is_ca":false},{"name":"Carl J. Douglas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006881330068291437,"gpt":0.2555320606133857,"spread":0.2486507305450942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008418466,0.0006357872,0.0006958867,0.0009845551,0.0003098838,0.0007829969,0.0005741601,0.0006147652,0.001594541],"category_scores_gemma":[0.0005434938,0.000256067,0.0005471756,0.0009885756,0.0006374132,0.001150514,0.0005630138,0.001657919,0.0009252125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006110228,"about_ca_system_score_gemma":0.0006419815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000710689,"about_ca_topic_score_gemma":0.0004872351,"domain_scores_codex":[0.9995145,0.00007394879,0.00003795617,0.0001642023,0.0001637923,0.00004549163],"domain_scores_gemma":[0.9997011,0.00009528856,0.00004648247,0.00004250889,0.00008604254,0.00002857703],"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":[0.0001045581,0.0002191118,0.001207238,0.002338714,0.00005099316,0.0002710542,0.0002865493,0.001047799,0.7817965,0.02367634,0.001597901,0.1874032],"study_design_scores_gemma":[0.00006268099,0.0005394833,0.005025994,0.0003728105,0.0001929113,0.001679546,0.0002211078,0.00621384,0.5751,0.01766932,0.3928193,0.000102978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.1382066,0.3770958,0.431293,0.004545155,0.001464565,0.0002709429,0.0006659619,0.001022974,0.04543511],"genre_scores_gemma":[0.368527,0.4157127,0.1949573,0.00153284,0.0008301797,0.0004639047,0.001455611,0.0002000045,0.01632049],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001594541,"threshold_uncertainty_score":0.005334258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783985474","doi":"","title":"The forestry education and research in Canada","year":2001,"lang":"en","type":"article","venue":"Shijie linye yanjiu","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Forestry; Agroforestry; Geography; Ecology; Environmental science; Environmental protection; Biology","authors":[{"name":"Lin Hui","is_ca":false},{"name":"Lin Min","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02434142305549872,"gpt":0.3040476717863387,"spread":0.27970624873084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00190636,0.0003033066,0.0004964267,0.002344452,0.01989175,0.009186786,0.001329466,0.003839087,0.02808595],"category_scores_gemma":[0.00480113,0.0005918615,0.0004005108,0.004199298,0.003575259,0.00239093,0.003280699,0.004789384,0.001284003],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1391077,"about_ca_system_score_gemma":0.474921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953466,"about_ca_topic_score_gemma":0.9987794,"domain_scores_codex":[0.9954523,0.0002694869,0.00009755171,0.0002160122,0.00127165,0.002693059],"domain_scores_gemma":[0.9903648,0.0006997737,0.0001892253,0.0001238505,0.002808915,0.005813357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001645411,0.0003816335,0.05024998,0.0004593483,0.00005850912,0.001550355,0.007905639,0.001168622,0.0009686481,0.2537203,0.4678156,0.2155569],"study_design_scores_gemma":[0.00003775798,0.00003942447,0.07779276,0.0003486992,0.0000322878,0.0001143264,0.01117695,0.0009169284,0.0004043171,0.007597608,0.9014651,0.00007382635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1318431,0.03039986,0.0006899898,0.3761417,0.003543371,0.0002291212,0.002443113,0.0002319148,0.4544779],"genre_scores_gemma":[0.3796395,0.01159599,0.001124644,0.02057545,0.0003160643,0.00007518187,0.0006082981,0.00006894492,0.5859959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8608924,"threshold_uncertainty_score":0.9985131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W586900083","doi":"","title":"Canadian forest harvesting management system and its implication.","year":2009,"lang":"en","type":"article","venue":"Shijie linye yanjiu","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agroforestry; Forest management; Business; Environmental resource management; Environmental science","authors":[{"name":"Jianquan Li","is_ca":false},{"name":"Yi Xie","is_ca":false},{"name":"Zhiyong Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00744465705535189,"gpt":0.1943881045666709,"spread":0.186943447511319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005823832,0.0002770944,0.0001275049,0.001048978,0.003504709,0.001739762,0.0009804757,0.0004769651,0.008385337],"category_scores_gemma":[0.001604326,0.0001265374,0.0001766707,0.002858739,0.0006609115,0.0004587146,0.0003965049,0.0006172706,0.0003464958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04760283,"about_ca_system_score_gemma":0.07528971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966355,"about_ca_topic_score_gemma":0.9992754,"domain_scores_codex":[0.9992408,0.00006148141,0.00001843093,0.00006231276,0.0003630156,0.0002539521],"domain_scores_gemma":[0.9986419,0.00005868573,0.00003925516,0.00002285664,0.0009985317,0.00023875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003282049,0.0002151594,0.1661509,0.0004357939,0.00008961844,0.0007711849,0.001470861,0.007446852,0.003005864,0.06055611,0.3930809,0.3664486],"study_design_scores_gemma":[0.00003577918,0.00006325258,0.5247496,0.0001998848,0.0001083544,0.0001559064,0.005396717,0.004642237,0.00121684,0.003156828,0.4601796,0.00009499866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.292257,0.0243136,0.003526787,0.08671359,0.001387839,0.0004659957,0.03057976,0.000498765,0.5602566],"genre_scores_gemma":[0.8269951,0.009968222,0.004914949,0.003521573,0.00009882997,0.00009775806,0.004382865,0.00005424692,0.1499665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04760283,"threshold_uncertainty_score":0.3453844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096490894","doi":"","title":"Response and development: Canada's forestry under global climate change.","year":2017,"lang":"en","type":"article","venue":"Shijie linye yanjiu","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Climate change; Forestry; Agroforestry; Geography; Environmental resource management; Environmental protection; Environmental science; Ecology; Biology","authors":[{"name":"Y. Hu","is_ca":false},{"name":"Jiang Xuemei","is_ca":false},{"name":"Sen Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02613773301458203,"gpt":0.2631267949116248,"spread":0.2369890618970427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009092487,0.0002673367,0.0001401975,0.0005510878,0.005195235,0.002908571,0.0008224271,0.002199291,0.007729732],"category_scores_gemma":[0.002128834,0.0001002554,0.0002729961,0.001006092,0.001423198,0.0008101399,0.00147286,0.002223732,0.0003099458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04424084,"about_ca_system_score_gemma":0.1558905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861498,"about_ca_topic_score_gemma":0.996712,"domain_scores_codex":[0.9979882,0.0001770059,0.00002548385,0.00006658979,0.0004589978,0.001283789],"domain_scores_gemma":[0.9983871,0.0000917832,0.00004508553,0.00001842599,0.0006695509,0.0007880199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003777864,0.0002359872,0.07069199,0.0004417154,0.0001343327,0.00107451,0.005526405,0.00577901,0.001987711,0.1312809,0.6658906,0.116579],"study_design_scores_gemma":[0.00007070343,0.00007281748,0.2281879,0.0003545755,0.00009797569,0.0001590483,0.02663802,0.003492857,0.001032541,0.01561881,0.7241741,0.0001005036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2000825,0.01676591,0.0009179269,0.504974,0.002407999,0.0001742343,0.006409877,0.0001130546,0.2681544],"genre_scores_gemma":[0.8587154,0.007225944,0.000972619,0.0276082,0.000240036,0.00006508968,0.001056866,0.00003809399,0.1040779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04424084,"threshold_uncertainty_score":0.3209913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}