{"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":"d212805e2c85","filters":{"venue":"John Wiley & Sons, Inc. eBooks"}},"results":[{"id":"W159907001","doi":"","title":"Regularized radial basis functional networks: theory and applications","year":2001,"lang":"en","type":"book","venue":"John Wiley & Sons, Inc. eBooks","topic":"Graph theory and applications","field":"Mathematics","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Radial basis function; Basis (linear algebra); Computer science; Mathematics; Artificial intelligence; Artificial neural network; Geometry","authors":[{"name":"P. Yee","is_ca":false},{"name":"Simon Haykin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02186997029793328,"gpt":0.2527054113073797,"spread":0.2308354410094464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005517892,0.001064191,0.001491934,0.00152133,0.0003379891,0.001816945,0.001273578,0.001196389,0.01424862],"category_scores_gemma":[0.002069267,0.0007154193,0.0005328714,0.002389034,0.0007720632,0.002257833,0.001180135,0.001471433,0.007664094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004781224,"about_ca_system_score_gemma":0.0005223164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148323,"about_ca_topic_score_gemma":0.001429318,"domain_scores_codex":[0.9997026,0.00005448043,0.00001708411,0.00006740858,0.0001407332,0.00001763452],"domain_scores_gemma":[0.9993585,0.0003117812,0.00006552077,0.00007808355,0.0001530041,0.00003313453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004793774,0.00004875543,0.000347181,0.0008004764,0.0000867706,0.0001392868,0.00009002955,0.09394372,0.003351401,0.2796171,0.07487748,0.5466499],"study_design_scores_gemma":[0.00001822883,0.00004019116,0.0004998696,0.0001558965,0.00004689891,0.0005904789,0.00004975575,0.4607584,0.001842771,0.4183243,0.1176231,0.00005010163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003285269,0.02951366,0.9228614,0.001071555,0.0005286858,0.00004950067,0.0005404991,0.00154154,0.04060792],"genre_scores_gemma":[0.1257812,0.05863685,0.7012636,0.0004728175,0.001083839,0.0003696525,0.001603419,0.001161044,0.1096276],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01424862,"threshold_uncertainty_score":0.04766637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2309886244","doi":"","title":"Linux + Certification Bible","year":2002,"lang":"en","type":"book","venue":"John Wiley & Sons, Inc. eBooks","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"GNU/Linux; Operating system; Linux kernel; Linux Unified Key Setup; Minimalism (technical communication); Computer science; System call; File system; Software; Troubleshooting; Embedded system","authors":[{"name":"Trevor Kay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03108632890531754,"gpt":0.2341340357635721,"spread":0.2030477068582545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009366267,0.001158876,0.0008085257,0.002715325,0.002945044,0.008809698,0.001222322,0.001627857,0.6214147],"category_scores_gemma":[0.006801454,0.0006168043,0.0005323239,0.001953599,0.0006936332,0.006685498,0.003514654,0.003855072,0.6405077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914326,"about_ca_system_score_gemma":0.002340777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003458865,"about_ca_topic_score_gemma":0.005223195,"domain_scores_codex":[0.9987508,0.0001256454,0.00007635525,0.0001673141,0.0007140775,0.0001657289],"domain_scores_gemma":[0.9966812,0.0003379532,0.0001255447,0.0005309003,0.001786445,0.0005378501],"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":[0.000009969479,0.00001852514,0.00004750288,0.00005470281,7.328965e-7,0.00002825177,0.00005193814,0.00003064689,0.0001641993,0.005221258,0.9300136,0.06435878],"study_design_scores_gemma":[0.000001719064,0.000006576386,0.00006886308,0.00003179664,4.025095e-7,0.00005680064,0.00002321115,0.0000275541,0.00005003564,0.0007850648,0.9989437,0.000004256109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005180764,0.003763474,0.00690875,0.005837277,0.009549403,0.0001576565,0.002030123,0.01423363,0.9570017],"genre_scores_gemma":[0.001960005,0.0012801,0.00179611,0.001925475,0.0009013874,0.00005378592,0.00162037,0.002977246,0.9874856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6214147,"threshold_uncertainty_score":0.540006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2242664481","doi":"","title":"PC Upgrade and Repair Simplified ,2nd Edition","year":2001,"lang":"en","type":"book","venue":"John Wiley & Sons, Inc. eBooks","topic":"Manufacturing Process and Optimization","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":"Upgrade; Computer science; Art history; World Wide Web; Visual arts; History; Art; Operating system","authors":[{"name":"Ruth Maran","is_ca":false},{"name":"Paul Whitehead","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009481954769594125,"gpt":0.1991887318542976,"spread":0.1897067770847035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001934574,0.0009654706,0.0006697359,0.001200432,0.0008590344,0.002920716,0.0009149009,0.001065392,0.3452804],"category_scores_gemma":[0.001598841,0.0005145104,0.0004840456,0.00150051,0.0002923331,0.002453,0.0009510426,0.00218253,0.3103245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005587722,"about_ca_system_score_gemma":0.001133027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003842452,"about_ca_topic_score_gemma":0.00757229,"domain_scores_codex":[0.9997148,0.00001174735,0.00001506184,0.00003616637,0.000202564,0.0000196323],"domain_scores_gemma":[0.999343,0.00007759426,0.00002088003,0.00007222544,0.0004297954,0.00005651615],"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":[0.00001300697,0.00001734976,0.00004648779,0.00009304463,0.000001349996,0.00003889742,0.00002666078,0.0001221596,0.0004961091,0.001199327,0.895126,0.1028195],"study_design_scores_gemma":[0.000001877211,0.000007835122,0.0002325267,0.0000497607,0.000001207427,0.0000982729,0.00001388527,0.000082105,0.00009668947,0.0003873451,0.999025,0.000003435168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009606701,0.01167826,0.01010949,0.002572477,0.009856511,0.0002064405,0.004236032,0.006849912,0.9535301],"genre_scores_gemma":[0.001124979,0.002712803,0.00181688,0.0005635436,0.0003463858,0.00003890536,0.00174899,0.0006038789,0.9910437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3452804,"threshold_uncertainty_score":0.9338781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W63172669","doi":"","title":"5-GHz radio spectrum regulations","year":2002,"lang":"en","type":"book","venue":"John Wiley & Sons, Inc. eBooks","topic":"ICT Impact and Policies","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":"Telecommunications; HiperLAN; Frequency allocation; Harmonization; Radio spectrum; Wireless; Business; Engineering; Wireless lan; Physics","authors":[{"name":"Teik-Kheong Tan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01281931954598723,"gpt":0.2102259733867324,"spread":0.1974066538407452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009075089,0.000573207,0.0002949374,0.001247475,0.001052179,0.00352887,0.00101395,0.002469517,0.0269979],"category_scores_gemma":[0.001574646,0.0002833366,0.0004024994,0.00126126,0.001058281,0.001633709,0.001110031,0.001911753,0.02247174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131505,"about_ca_system_score_gemma":0.002789608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007665607,"about_ca_topic_score_gemma":0.007261035,"domain_scores_codex":[0.9982671,0.0001861648,0.00008076036,0.0001383466,0.001112012,0.0002156682],"domain_scores_gemma":[0.9994673,0.0001209158,0.00004753297,0.00008599961,0.0002396344,0.00003859331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002161662,0.00004934813,0.0002420883,0.0002646562,0.000004833607,0.0001383945,0.0003892072,0.0009878461,0.001616574,0.5190318,0.3299102,0.1473434],"study_design_scores_gemma":[0.000001126176,0.000006360238,0.0002050313,0.0001215467,0.000002284007,0.00006278761,0.00003325196,0.00006742766,0.0002111499,0.005008559,0.9942762,0.000004195278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001062019,0.008894169,0.003361062,0.001924409,0.000948676,0.00005589781,0.0002073705,0.000245987,0.9833004],"genre_scores_gemma":[0.029479,0.02051352,0.007079431,0.006801093,0.0006559512,0.0001744578,0.0009887702,0.000190786,0.934117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0269979,"threshold_uncertainty_score":0.09031695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}