{"meta":{"query_hash":"c37f59b96280","filters":{"venue":"Waste management series"},"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/c37f59b96280","api":"https://metacan.xera.ac/api/v1/cohort?venue=Waste+management+series"},"results":[{"id":"W2476999096","doi":"10.1016/s0713-2743(06)80097-8","title":"Emerging New Technologies","year":2006,"lang":"en","type":"book-chapter","venue":"Waste management series","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Materials science; Petroleum engineering; Engineering","score_opus":0.010199786678593671,"score_gpt":0.20719117103199394,"score_spread":0.19699138435340027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476999096","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000042590873,0.0019622862,0.004178645,0.00035116865,0.00048781763,0.00017583062,0.0000045584347,0.0023078972,0.9905275],"genre_scores_gemma":[0.00069388346,0.0029694464,0.0010143036,0.000028155155,0.00012437263,0.000010842354,0.000057102832,0.00007342484,0.9950285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917364,0.0000012492461,0.00026104358,0.0002084674,0.0001823844,0.00017322226],"domain_scores_gemma":[0.9996155,0.000005561345,0.000061172694,0.0002745425,0.000019634816,0.000023585912],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000026908874,0.0002948882,0.00020894654,0.000272611,0.00006851098,0.00009255992,0.0001797752,0.00016750359,0.0004117219],"category_scores_gemma":[0.0000016712333,0.00031724706,0.000066499975,0.000049520935,0.000037300288,0.0002483435,0.00007212861,0.00018827058,0.0003169228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047724043,0.000002976273,0.0000012877048,0.00051156257,0.00015600781,0.000032012817,0.000033534594,0.011492655,0.000020314681,0.40321624,0.5515526,0.03297606],"study_design_scores_gemma":[0.0000784386,0.000010447977,0.000001598145,0.00009533984,0.000047251502,0.0000033907281,0.00027165387,0.00014541448,0.0004164084,0.01756216,0.9810509,0.0003170112],"about_ca_topic_score_codex":0.0000028669622,"about_ca_topic_score_gemma":0.000040519975,"teacher_disagreement_score":0.4294983,"about_ca_system_score_codex":0.000043260276,"about_ca_system_score_gemma":0.000008141836,"threshold_uncertainty_score":0.99992794},"labels":[],"label_agreement":null},{"id":"W2746535833","doi":"10.1016/s0713-2743(06)80092-9","title":"Metal Recycling","year":2006,"lang":"en","type":"book-chapter","venue":"Waste management series","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Business; Petroleum engineering; Environmental science; Engineering","score_opus":0.012697942092924637,"score_gpt":0.205664458209198,"score_spread":0.19296651611627336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746535833","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014576546,0.0008175175,0.001757085,0.000055794655,0.00069564144,0.00016027098,0.000010722746,0.0005381037,0.9959503],"genre_scores_gemma":[0.001502255,0.0012900342,0.0006247253,0.00004782937,0.00022374473,0.000017090782,0.0001203296,0.00007895763,0.99609506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991838,0.0000026513687,0.00028241606,0.00019222885,0.00019280231,0.00014615092],"domain_scores_gemma":[0.9996691,0.0000079705205,0.000058898793,0.00020881408,0.000024326315,0.000030919236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000049195878,0.00026511765,0.0002160319,0.00017127897,0.00006703211,0.000080820784,0.000111783986,0.000117238946,0.0007609038],"category_scores_gemma":[0.0000010827663,0.00028778988,0.00008614939,0.000028901253,0.000027679076,0.0002444611,0.00003768127,0.00016314397,0.00042533895],"study_design_candidate":"not_applicable","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":[0.000017713788,0.000012055811,0.0000015084094,0.0015581911,0.0006417031,0.00009809513,0.00007120078,0.042965457,0.000091751506,0.63003904,0.313026,0.011477268],"study_design_scores_gemma":[0.00007806825,0.000010274984,0.0000020249922,0.000072333074,0.000087493114,0.0000040039645,0.00006286115,0.00026938858,0.0002858249,0.0056476453,0.99318343,0.00029662412],"about_ca_topic_score_codex":9.010424e-7,"about_ca_topic_score_gemma":0.000016251397,"teacher_disagreement_score":0.6801574,"about_ca_system_score_codex":0.000037763504,"about_ca_system_score_gemma":0.0000031097713,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W2747308356","doi":"10.1016/s0713-2743(06)80090-5","title":"Biotechnological Processes","year":2006,"lang":"en","type":"book-chapter","venue":"Waste management series","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","score_opus":0.011555130411802998,"score_gpt":0.19652354066710506,"score_spread":0.18496841025530206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747308356","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000133402,0.001328959,0.0018481496,0.00016876802,0.00026618663,0.00022011923,0.00001661612,0.0014209525,0.9947169],"genre_scores_gemma":[0.002391033,0.003567354,0.00053754094,0.00005368729,0.00012880129,0.00003537791,0.000089466535,0.000067122455,0.9931296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999117,0.0000015909285,0.00026632284,0.00024011756,0.00020351988,0.0001714161],"domain_scores_gemma":[0.9996278,0.000008556864,0.000058738297,0.0002294151,0.000046084115,0.000029397504],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000029354569,0.00030951606,0.00022378213,0.00020720049,0.000071467366,0.00009451168,0.00018121238,0.00026994466,0.0005741403],"category_scores_gemma":[0.0000033847325,0.00029945932,0.00005129279,0.00007071023,0.0000704111,0.000202712,0.00005738081,0.00021675651,0.0003932184],"study_design_candidate":"not_applicable","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":[0.000015979198,0.000017688797,0.000002041997,0.003945293,0.00025147398,0.00010704584,0.000025482597,0.0087925615,0.000048371545,0.6355696,0.34323907,0.007985451],"study_design_scores_gemma":[0.0000713211,0.000023212475,0.0000017355078,0.00010463011,0.000044144585,0.00000643763,0.000050534873,0.000064741485,0.00081595493,0.010515413,0.98796916,0.00033269715],"about_ca_topic_score_codex":4.1248686e-7,"about_ca_topic_score_gemma":0.000014873012,"teacher_disagreement_score":0.6447301,"about_ca_system_score_codex":0.00003713104,"about_ca_system_score_gemma":0.000007031983,"threshold_uncertainty_score":0.99994576},"labels":[],"label_agreement":null},{"id":"W2908006398","doi":"10.1016/s0713-2743(06)80088-7","title":"Physical and Physico-Chemical Processes","year":2006,"lang":"en","type":"book-chapter","venue":"Waste management series","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Petroleum engineering; Materials science; Business; Engineering","score_opus":0.007987619733507648,"score_gpt":0.20324087239267813,"score_spread":0.19525325265917048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908006398","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006349901,0.0005813862,0.00033375702,0.000060605398,0.00012750269,0.0001865037,0.000017568613,0.00042215706,0.99763554],"genre_scores_gemma":[0.04251652,0.0011392415,0.00022671523,0.000055258148,0.0004753313,0.000042341322,0.000115659765,0.00010027683,0.95532864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992403,0.0000017658282,0.00017385698,0.00024448003,0.0001914078,0.00014819855],"domain_scores_gemma":[0.9997021,0.000014929926,0.000047466605,0.00015551057,0.000038746013,0.00004123531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000015751595,0.0003034862,0.0002497253,0.00008405956,0.00005100512,0.00010124603,0.0000902879,0.00008916603,0.000063549734],"category_scores_gemma":[0.0000017777938,0.00031149248,0.000044504683,0.00003916491,0.000076473465,0.00026584524,0.000053327392,0.0001541069,0.00008647603],"study_design_candidate":"not_applicable","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":[0.0000666553,0.000093720075,0.0000053090084,0.016207315,0.0008089079,0.000093438815,0.00059131446,0.005856045,0.001823959,0.64869124,0.30758655,0.01817554],"study_design_scores_gemma":[0.00016418689,0.000022699833,0.0000028115426,0.00015854326,0.00012022028,0.000006779677,0.00008280666,0.0004051983,0.0044222274,0.016367417,0.97774476,0.0005023358],"about_ca_topic_score_codex":5.830911e-7,"about_ca_topic_score_gemma":0.000004878393,"teacher_disagreement_score":0.6701582,"about_ca_system_score_codex":0.000023051241,"about_ca_system_score_gemma":0.000006091768,"threshold_uncertainty_score":0.9999337},"labels":[],"label_agreement":null}]}