{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"d42788a0996c","filters":{"venue":"Key Porter Books"}},"results":[{"id":"W617160117","doi":"","title":"World atlas of the oceans","year":2000,"lang":"en","type":"book","venue":"Key Porter Books","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Atlas (anatomy); Oceanography; Cartography; Geography; Environmental science; Geology; Paleontology","authors":[{"name":"Manfred. Leier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02029870131439477,"gpt":0.1816796117916356,"spread":0.1613809104772408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007708912,0.0001601689,0.0002354189,0.00003200952,0.000116075,0.00001748405,0.0002472432,0.0001028976,0.008752145],"category_scores_gemma":[0.000004156716,0.0000885557,0.0001465975,0.00004041679,0.0001439891,0.00003425056,0.00001880997,0.0002038901,0.0005079642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003988257,"about_ca_system_score_gemma":0.00005736096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002679075,"about_ca_topic_score_gemma":0.004784522,"domain_scores_codex":[0.9990945,0.000022153,0.0002584313,0.0001963219,0.0002430492,0.0001855659],"domain_scores_gemma":[0.9995143,0.00003932512,0.0001500139,0.0002289907,0.00002114532,0.00004622189],"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":[0.00005131774,0.00001547935,0.05429042,0.00004951641,0.0001292428,0.00002547505,0.0005620816,0.0003481289,5.343264e-7,0.001169966,0.8768438,0.06651407],"study_design_scores_gemma":[0.00006385057,0.00004521096,0.06053694,0.0000411349,0.00003402964,0.000002418183,0.000009549063,0.00003573277,0.000002477389,0.009236458,0.9298671,0.0001250659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001372028,0.0007207114,0.000001892816,0.0002786772,0.0003360782,0.000161601,0.00007704749,0.00001874835,0.9970332],"genre_scores_gemma":[0.03718311,0.0001338306,0.00002526451,0.0005309057,0.0002468013,6.732108e-7,0.0001636177,0.000003589875,0.9617122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.066389,"threshold_uncertainty_score":0.992154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W609469174","doi":"","title":"Canada in 2020 : twenty leading voices imagine Canada's future","year":2008,"lang":"en","type":"book","venue":"Key Porter Books","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"History; Geography","authors":[{"name":"Rudyard Griffiths","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007842986674200948,"gpt":0.2232771718725483,"spread":0.2154341851983474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001536459,0.0003346907,0.0004778231,0.00007281977,0.0003180941,0.00005756876,0.0005488955,0.000252413,0.0002968507],"category_scores_gemma":[0.00004046486,0.0003815813,0.00008238522,0.0001011005,0.0001862238,0.0001095919,0.00004342454,0.0006530543,0.00001125464],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004747745,"about_ca_system_score_gemma":0.06825542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999976,"about_ca_topic_score_gemma":0.9999998,"domain_scores_codex":[0.9973892,0.00005463644,0.0004062632,0.0004635744,0.0008994968,0.0007868482],"domain_scores_gemma":[0.9987741,0.00005934704,0.0003210267,0.0003221495,0.00006493201,0.0004585131],"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":[0.000003294445,0.000002457238,0.0003640852,0.0000220237,0.00002102737,0.00136255,0.001240689,0.000001349089,2.164432e-7,0.004278134,0.9914206,0.001283605],"study_design_scores_gemma":[0.0001444914,0.000004286507,0.002451693,0.0001119606,0.00001482944,0.00001298071,0.00008500039,0.000001567621,0.000001519671,0.0002936683,0.9964525,0.0004255734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003455605,0.001934101,3.551631e-7,0.02180666,0.001577679,0.0002907307,0.00149529,0.00002129813,0.9725283],"genre_scores_gemma":[0.004916995,0.0004148963,0.000008842687,0.01371274,0.003838351,0.00001188204,0.00007597175,0.00004112786,0.9769792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06350768,"threshold_uncertainty_score":0.9998636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W587119045","doi":"","title":"Paul Martin : in the balance","year":2004,"lang":"en","type":"book","venue":"Key Porter Books","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Balance (ability); History; Philosophy; Psychology; Neuroscience","authors":[{"name":"John Gray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07656328196634855,"gpt":0.4583744775936612,"spread":0.3818111956273127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002417392,0.0002950243,0.0003578681,0.0002080702,0.0003722596,0.00004175673,0.0007440553,0.0005156278,0.003691507],"category_scores_gemma":[0.0002495468,0.000222683,0.00009847575,0.000092049,0.0001317443,0.0001543454,0.0001813375,0.003133586,0.005560944],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667335,"about_ca_system_score_gemma":0.009155838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004073458,"about_ca_topic_score_gemma":0.0004466859,"domain_scores_codex":[0.9965829,0.0005862832,0.0007942225,0.0004733372,0.0008067541,0.0007564641],"domain_scores_gemma":[0.9977892,0.0004209467,0.0004742478,0.001039382,0.0001383644,0.0001378568],"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":[0.00006722092,0.0001700518,0.03864156,0.0006134963,0.00004708999,0.0003108876,0.01934247,6.447137e-7,0.000005100416,0.007696136,0.9304713,0.002634056],"study_design_scores_gemma":[0.0004826171,0.00003067223,0.05942265,0.0004952091,0.00002407012,0.00001984509,0.001118517,0.000003043623,7.581644e-7,0.01688326,0.9213054,0.0002139431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001459339,0.0006671679,0.000007341577,0.005466454,0.001079011,0.001815298,0.00004539435,0.00005889195,0.9894011],"genre_scores_gemma":[0.004401188,0.00008181891,0.00002985202,0.007117429,0.001030257,0.0005317021,0.0002745271,0.00008259014,0.9864506],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02078109,"threshold_uncertainty_score":0.9991663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W569522431","doi":"","title":"The little book of hockey sweaters","year":2008,"lang":"en","type":"book","venue":"Key Porter Books","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Art","authors":[{"name":"Andrew Podnieks","is_ca":false},{"name":"Anthony Jenkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02275632131080037,"gpt":0.1837025416419726,"spread":0.1609462203311722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003157627,0.000313719,0.0006965415,0.0001873052,0.0001840895,0.00006081849,0.0004803558,0.0002658244,0.0007069301],"category_scores_gemma":[0.00001025432,0.000271302,0.000370678,0.00003934486,0.0002567653,0.00009596787,0.00008883072,0.0003374522,0.0006475146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186237,"about_ca_system_score_gemma":0.0001556502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001007888,"about_ca_topic_score_gemma":0.00002412166,"domain_scores_codex":[0.9979973,0.000003545865,0.001117421,0.0004262668,0.00009192237,0.0003635583],"domain_scores_gemma":[0.9978845,0.00003820397,0.0010679,0.0008565985,0.00005685127,0.00009593416],"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":[0.00002064262,0.0000271215,0.003137157,0.0000782546,0.0003052609,0.00003806877,0.0005502008,0.00001338518,6.670459e-7,0.2166391,0.7783775,0.0008125951],"study_design_scores_gemma":[0.000189691,0.00005087909,0.001315715,0.00005695593,0.00001863784,0.00001219104,0.000005517175,0.0002574773,0.000009487471,0.009586485,0.9881745,0.0003224441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003672043,0.0167407,0.00006513923,0.0001935789,0.0007806472,0.000225871,0.0002409399,0.00002588898,0.98136],"genre_scores_gemma":[0.005555949,0.008670279,0.00003473224,0.0005624698,0.0003730152,0.00001482562,0.0000857663,0.00007295368,0.98463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.209797,"threshold_uncertainty_score":0.9999739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W640618099","doi":"","title":"American power : potential and limits in the 21st century","year":2007,"lang":"en","type":"book","venue":"Key Porter Books","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Power (physics); Political science; History; Physics; Thermodynamics","authors":[{"name":"Patrick Luciani","is_ca":false},{"name":"Rudyard Griffiths","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01432767265577381,"gpt":0.2897222967801732,"spread":0.2753946241243994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004746105,0.0001406138,0.0001558134,0.0001938362,0.000196677,0.0001010371,0.0002621202,0.0001654832,0.0002769232],"category_scores_gemma":[0.00002841482,0.0001106951,0.00008504788,0.00005682232,0.0005401341,0.00006754887,0.00002968971,0.0003520279,0.00005431314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360195,"about_ca_system_score_gemma":0.0002959452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008307481,"about_ca_topic_score_gemma":0.0008822298,"domain_scores_codex":[0.998731,0.00005534363,0.0002381909,0.0002003495,0.0005007143,0.0002744366],"domain_scores_gemma":[0.9994698,0.00007708892,0.0001711918,0.0001477428,0.00006438403,0.00006978492],"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":[0.000005634432,0.0000145006,0.000104358,0.000002021166,0.00002014269,0.00005360646,0.00669536,1.958083e-7,4.559884e-7,0.9734544,0.01109,0.008559365],"study_design_scores_gemma":[0.000098613,0.00003005271,0.005112607,0.00003339543,0.00001954202,0.00001074766,0.002015128,0.000001421991,1.773206e-7,0.02997998,0.9625449,0.0001534819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005807043,0.0002507941,0.00001446693,0.0003783986,0.0001550129,0.000221454,0.00002284939,0.00001722102,0.9983591],"genre_scores_gemma":[0.2752335,0.0004227117,0.00004566077,0.001777136,0.0006772691,0.000008087193,0.00003643493,0.0000193644,0.7217798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9514548,"threshold_uncertainty_score":0.4514015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}