{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"dfa6d666a385","filters":{"venue":"Nova Science eBooks"}},"results":[{"id":"W563103905","doi":"","title":"Contemporary sport psychology","year":2009,"lang":"en","type":"book","venue":"Nova Science eBooks","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sport psychology; Consulting psychology; Psychology; Asian psychology; Critical psychology; Context (archaeology); Cross-cultural psychology; Athletes; Sport management; International psychology; Applied psychology; Social psychology; Public relations; Political science; Medicine","authors":[{"name":"Robert J. Schinke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1087003301180424,"gpt":0.402867333480239,"spread":0.2941670033621965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003682059,0.0006421945,0.0004254078,0.001079608,0.001814736,0.003700281,0.0006287684,0.001832214,0.09850016],"category_scores_gemma":[0.001163947,0.0002190488,0.0002328666,0.001730691,0.002547425,0.00226533,0.001721213,0.00292426,0.02755993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002757649,"about_ca_system_score_gemma":0.002737912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005034685,"about_ca_topic_score_gemma":0.01242115,"domain_scores_codex":[0.9995659,0.00008754635,0.00001523771,0.00008335181,0.0002049024,0.00004295226],"domain_scores_gemma":[0.9996773,0.00007722342,0.00001644462,0.00002944446,0.0001167228,0.00008289875],"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":[0.000007901987,0.00003312317,0.000125651,0.0002107306,0.000002622177,0.0000407324,0.0009472122,0.00008263291,0.0001287427,0.06846209,0.7951219,0.1348367],"study_design_scores_gemma":[9.394773e-7,0.000002541562,0.0001640351,0.0001602046,5.169085e-7,0.00003257469,0.000179183,0.000009939154,0.000006453261,0.006092896,0.9933494,0.000001378359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005623809,0.07509819,0.0009608383,0.02536619,0.01216084,0.00004433695,0.0001034156,0.00007300091,0.8856308],"genre_scores_gemma":[0.00607705,0.03954117,0.000782075,0.01089547,0.004419388,0.00005683309,0.0001129535,0.00006019935,0.9380549],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09850016,"threshold_uncertainty_score":0.3295159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W622257797","doi":"","title":"Trends in water resources research","year":2008,"lang":"en","type":"book","venue":"Nova Science eBooks","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental science; Groundwater; Hydrology (agriculture); Seawater; Environmental engineering; Geology; Oceanography; Geotechnical engineering","authors":[{"name":"Alan B. Prescott","is_ca":false},{"name":"Thomas U. Barkely","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1753459421005339,"gpt":0.3609614746150516,"spread":0.1856155325145177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00151876,0.0007220711,0.0007942674,0.00252979,0.0005623477,0.003708234,0.0007397968,0.001720266,0.05775449],"category_scores_gemma":[0.001621081,0.0002697619,0.0004079031,0.01083114,0.001230262,0.00553883,0.00109699,0.001931152,0.02090635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002637824,"about_ca_system_score_gemma":0.003717445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029549,"about_ca_topic_score_gemma":0.01511097,"domain_scores_codex":[0.9994537,0.0000782753,0.00005054947,0.0001149796,0.0002461158,0.0000563252],"domain_scores_gemma":[0.9990187,0.0001817448,0.00008507264,0.00007139377,0.0004961144,0.0001470682],"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":[0.00001939376,0.00003207353,0.0007139189,0.0009094279,0.00001401711,0.00002735374,0.0001075937,0.0002262981,0.0004601894,0.03693252,0.4586142,0.501943],"study_design_scores_gemma":[0.000001621772,0.000008499571,0.001007553,0.0002525366,0.000002684812,0.00002600787,0.0001008181,0.00007101667,0.00003696435,0.004100765,0.9943876,0.000004020093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002165574,0.5381171,0.004353428,0.1053854,0.02093801,0.00007388024,0.003269227,0.0005102747,0.3251871],"genre_scores_gemma":[0.01923453,0.5138738,0.009391245,0.0206094,0.009309253,0.0001288104,0.004873027,0.0003634302,0.4222165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05775449,"threshold_uncertainty_score":0.193208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W637490434","doi":"","title":"International perspectives on financial market supervision","year":2011,"lang":"en","type":"book","venue":"Nova Science eBooks","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","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":"Index (typography); Financial market; Latin Americans; Finance; Financial regulation; Business; Financial system; Perspective (graphical); Market data; Financial market participants; Indirect finance; Accounting; Political science","authors":[{"name":"James P. Corrigan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05741168350126053,"gpt":0.2521452780633929,"spread":0.1947335945621324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001297762,0.000620057,0.0003796338,0.00295255,0.00197634,0.005307508,0.0005531798,0.002789233,0.02560575],"category_scores_gemma":[0.002082363,0.0002085937,0.0002949321,0.005588052,0.00239044,0.003574928,0.001084931,0.005368521,0.004403337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00525563,"about_ca_system_score_gemma":0.004324926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02075202,"about_ca_topic_score_gemma":0.02549999,"domain_scores_codex":[0.99932,0.0001543892,0.00003482529,0.00008096151,0.000293474,0.0001162636],"domain_scores_gemma":[0.998698,0.0003582165,0.000134342,0.00004563233,0.0005722596,0.0001915916],"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":[0.000009676633,0.0000232277,0.0002035365,0.0001569377,0.000002745418,0.00003499289,0.0004385168,0.0002411127,0.00004911768,0.236348,0.6925853,0.06990696],"study_design_scores_gemma":[0.000001617639,0.000005334409,0.0003978629,0.0004961517,0.000001109805,0.00003166417,0.0001838424,0.00005593583,0.00001100405,0.01684013,0.9819725,0.000002923428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005901791,0.5339223,0.0006160037,0.1000679,0.01896284,0.00001292802,0.0002099344,0.00003877648,0.3455793],"genre_scores_gemma":[0.04608202,0.6289476,0.001198262,0.03284588,0.04556167,0.00006223692,0.0003923035,0.00006524744,0.2448448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02560575,"threshold_uncertainty_score":0.0856598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W653179437","doi":"","title":"Consumer economics : new research","year":2008,"lang":"en","type":"book","venue":"Nova Science eBooks","topic":"Psychology of Social Influence","field":"Social Sciences","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":"Tourism; Consumer behaviour; Consumption (sociology); Hospitality; Almost ideal demand system; Value (mathematics); Economics; Consumer demand; Marketing; Consumer choice; Business; Microeconomics; Geography; Sociology","authors":[{"name":"Arnold P. Boskins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3929563657655043,"gpt":0.4906959789563652,"spread":0.09773961319086094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001328971,0.0009350989,0.001059468,0.003318057,0.001091698,0.004753117,0.0008396967,0.002652146,0.03168217],"category_scores_gemma":[0.003857613,0.0004431996,0.0004126533,0.007403417,0.005593327,0.007619266,0.001642321,0.004865653,0.009257664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003560864,"about_ca_system_score_gemma":0.001481195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003360286,"about_ca_topic_score_gemma":0.003596708,"domain_scores_codex":[0.9993647,0.0002024662,0.00002486989,0.0001033638,0.000267567,0.00003702585],"domain_scores_gemma":[0.9969419,0.001948058,0.00008783392,0.0002583282,0.000605412,0.0001585451],"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":[0.00001668111,0.00007016781,0.0005130051,0.0005445497,0.00001690943,0.00006178791,0.0003611583,0.0004620471,0.0001036952,0.3522098,0.4761269,0.1695134],"study_design_scores_gemma":[0.000004380474,0.00001017035,0.0006769669,0.0008847541,0.00000449731,0.0001203158,0.0003237464,0.0002536607,0.00003120123,0.1796146,0.8180657,0.000009925443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0008531429,0.6747756,0.00347257,0.07141833,0.0143613,0.00002298395,0.0001777553,0.00005404158,0.2348642],"genre_scores_gemma":[0.03279942,0.6668422,0.004296391,0.02742331,0.0365514,0.00009476714,0.0003689294,0.0001384459,0.2314851],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03168217,"threshold_uncertainty_score":0.1059874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W602447733","doi":"","title":"Water supply systems : demand, distribution, and pollution","year":2012,"lang":"en","type":"book","venue":"Nova Science eBooks","topic":"Water Quality and Pollution Assessment","field":"Environmental 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":"Environmental science; Water supply; Wastewater; Environmental engineering; Water resource management; Pollution; Groundwater; Effluent; Pollutant; Water pollution; Surface water; Engineering; Environmental chemistry","authors":[{"name":"Md. Rafiqul Islam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0292847803283457,"gpt":0.2597478052710412,"spread":0.2304630249426955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002383357,0.0004117505,0.0002928863,0.001185153,0.0005812515,0.002945537,0.0002695534,0.0005540263,0.03069364],"category_scores_gemma":[0.0009588731,0.0002602224,0.0001784279,0.005500433,0.0008511539,0.002258046,0.0005495604,0.0008586159,0.00397566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002254448,"about_ca_system_score_gemma":0.001556887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02968392,"about_ca_topic_score_gemma":0.04770544,"domain_scores_codex":[0.9998291,0.00002772588,0.0000121018,0.0000218503,0.00009580853,0.00001333132],"domain_scores_gemma":[0.9996092,0.0001911926,0.0000259692,0.000015105,0.0001338703,0.00002476807],"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":[0.00001407407,0.0000371762,0.002841377,0.0004205162,0.00001394727,0.00007433471,0.0004609404,0.00432411,0.0005144477,0.1116041,0.6193545,0.2603404],"study_design_scores_gemma":[0.000002084299,0.00001708078,0.004732254,0.0003512275,0.000004352096,0.0001100082,0.0008435749,0.001264893,0.0001146913,0.04573144,0.9468185,0.00000993352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009788404,0.2307326,0.02021365,0.06166483,0.01037881,0.0001065232,0.004733821,0.0002891623,0.6620921],"genre_scores_gemma":[0.1085112,0.1772225,0.00478055,0.003179988,0.005958027,0.0000990067,0.002062864,0.0001981151,0.6979877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03069364,"threshold_uncertainty_score":0.1026804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W357176070","doi":"","title":"Cruise industry safety and security : developments and considerations","year":2014,"lang":"en","type":"book","venue":"Nova Science eBooks","topic":"Maritime Security and History","field":"Social Sciences","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":"Cruise; Guard (computer science); Consumer protection; Coast guard; Political science; Business; Engineering","authors":[{"name":"Brennan T. Preston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03911134519983391,"gpt":0.2979656041379548,"spread":0.2588542589381209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060576,0.0008147191,0.0004360304,0.002394178,0.002088125,0.006060583,0.001169585,0.003674504,0.05419444],"category_scores_gemma":[0.001855451,0.0004179012,0.0003710993,0.00258729,0.001907981,0.006220959,0.001664786,0.004242556,0.02530639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002842995,"about_ca_system_score_gemma":0.003097696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056847,"about_ca_topic_score_gemma":0.02099158,"domain_scores_codex":[0.9994457,0.00007395323,0.00002683128,0.00005579946,0.0003635439,0.00003420171],"domain_scores_gemma":[0.998747,0.0003007358,0.00006012766,0.00007311811,0.0006746458,0.0001443714],"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":[0.000006935512,0.00002000234,0.00009001299,0.000363369,0.000001711571,0.00006097721,0.0002412427,0.0001545588,0.0002179062,0.06571852,0.8305113,0.1026134],"study_design_scores_gemma":[4.790564e-7,0.000006285532,0.0001485494,0.000254912,6.445302e-7,0.00004924988,0.00009347831,0.00002673605,0.00002251781,0.003212948,0.9961816,0.000002606842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005765578,0.1283148,0.001438844,0.0392304,0.02135479,0.00007982007,0.0002202094,0.0001929092,0.8085917],"genre_scores_gemma":[0.004555488,0.08276793,0.001295182,0.005962123,0.009231842,0.00005488579,0.0002587041,0.00008373859,0.8957902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05419444,"threshold_uncertainty_score":0.1812985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}