{"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":"169807f865b1","filters":{"venue":"Dictionary of Marketing Communications"}},"results":[{"id":"W4256072934","doi":"10.4135/9781452229669.n271","title":"Average Quarter-Hour Rating","year":2004,"lang":"en","type":"reference-entry","venue":"Dictionary of Marketing Communications","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Rating system; Environmental science; Economics; Geography; Archaeology","authors":[{"name":"Norman A. Govoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08151370374695392,"gpt":0.4113583102701315,"spread":0.3298446065231775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004389799,0.0003642713,0.0006653537,0.0004150708,0.003402975,0.0000275472,0.00105095,0.0008642837,0.0009430437],"category_scores_gemma":[0.002313839,0.0003836745,0.0002094117,0.000542068,0.0001801906,0.0002022509,0.0005224302,0.002724764,0.0001406587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006245981,"about_ca_system_score_gemma":0.003134195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006818034,"about_ca_topic_score_gemma":0.000293475,"domain_scores_codex":[0.9914347,0.005213309,0.001891908,0.0004435955,0.0005108525,0.0005056678],"domain_scores_gemma":[0.9902738,0.004816627,0.001310671,0.002328421,0.001099654,0.0001707776],"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":[0.0005658341,0.001954356,0.02816793,0.01131894,0.0008949197,0.00001039623,0.0185344,0.01166306,0.00002648132,0.0157031,0.8184165,0.09274413],"study_design_scores_gemma":[0.001812194,0.0001821146,0.01996004,0.02014052,0.0002078918,0.00001469002,0.006902907,0.01969459,0.000001658888,0.0007823643,0.9292347,0.001066357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001433332,0.01036879,0.01235724,0.01307329,0.003010026,0.002385121,0.001067725,0.0005035285,0.955801],"genre_scores_gemma":[0.3265896,0.3301558,0.1857364,0.001821561,0.003144439,0.00220391,0.02787414,0.0004670987,0.1220071],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8337938,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230700433","doi":"10.4135/9781452229669.n2977","title":"Quarter Run","year":2004,"lang":"en","type":"reference-entry","venue":"Dictionary of Marketing Communications","topic":"","field":"","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":"Quarter (Canadian coin); History; Archaeology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03599487402683495,"gpt":0.296593320778715,"spread":0.2605984467518801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002819028,0.0005040781,0.0007090605,0.0007235112,0.0007338856,0.00004834818,0.003034238,0.0005681234,0.0009948018],"category_scores_gemma":[0.001135893,0.0005696481,0.0004423747,0.0007371389,0.0007481301,0.0002086743,0.001095346,0.001655161,0.001247982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006308626,"about_ca_system_score_gemma":0.0009767131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002905149,"about_ca_topic_score_gemma":0.00008527872,"domain_scores_codex":[0.9946544,0.002388924,0.001203205,0.0005079867,0.000814038,0.0004314413],"domain_scores_gemma":[0.9895598,0.003201605,0.00120943,0.005292266,0.0005911099,0.0001457343],"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":[0.0002371012,0.001160092,0.001385033,0.0006498516,0.0005873655,0.000002677711,0.0004558625,0.00004499907,0.00001908845,0.001697735,0.9772711,0.01648914],"study_design_scores_gemma":[0.0005649442,0.00005127284,0.03786273,0.003835803,0.0003119102,0.00004419995,0.0004048244,0.0001934359,0.000002833252,0.0009841711,0.9551833,0.0005605505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003846961,0.02662006,0.00005687277,0.001845189,0.0007337439,0.0005945259,0.00264665,0.0005351373,0.9665831],"genre_scores_gemma":[0.2168179,0.5090048,0.05455958,0.0003822685,0.001927969,0.00138163,0.06067089,0.00140044,0.1538546],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8127285,"threshold_uncertainty_score":0.9999184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248642669","doi":"10.4135/9781452229669.n272","title":"Average Quarter-Hour Share","year":2004,"lang":"en","type":"reference-entry","venue":"Dictionary of Marketing Communications","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","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":"Quarter (Canadian coin); Mathematics; History; Archaeology","authors":[{"name":"Norman A. Govoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08815306530680955,"gpt":0.4094617408072725,"spread":0.3213086755004629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003129952,0.0003618524,0.000646098,0.000427151,0.002877261,0.0000249624,0.001192181,0.0009360383,0.002035549],"category_scores_gemma":[0.0017131,0.0003794492,0.0002178242,0.0005274692,0.0001666007,0.0001931423,0.0005576739,0.002616556,0.0002267538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006464292,"about_ca_system_score_gemma":0.003052765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006126073,"about_ca_topic_score_gemma":0.0003214069,"domain_scores_codex":[0.9925929,0.004288759,0.00168287,0.0004485001,0.0004974823,0.000489536],"domain_scores_gemma":[0.9914157,0.003595868,0.001087514,0.002551432,0.001164974,0.0001844701],"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":[0.0003534598,0.001223325,0.01451094,0.006995209,0.0005089549,0.000006400773,0.008122452,0.003700797,0.000005385067,0.007292816,0.9152762,0.04200402],"study_design_scores_gemma":[0.001034155,0.0001080229,0.0202302,0.01282329,0.0001252483,0.000008360873,0.003071899,0.006097241,5.199328e-7,0.0004626401,0.9554074,0.0006310517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0008117036,0.01218315,0.005335793,0.01552773,0.002767647,0.002376432,0.002943986,0.0004990615,0.9575545],"genre_scores_gemma":[0.2258736,0.4473517,0.09614772,0.002023095,0.002814408,0.002513806,0.0574076,0.0004678998,0.1654001],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7921544,"threshold_uncertainty_score":0.9998658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247759871","doi":"10.4135/9781452229669.n2978","title":"Quarter Showing","year":2004,"lang":"en","type":"reference-entry","venue":"Dictionary of Marketing Communications","topic":"","field":"","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":"Quarter (Canadian coin); Geography; Archaeology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04844799888941762,"gpt":0.3001505938712494,"spread":0.2517025949818317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003161475,0.0005053218,0.0007189575,0.0007528746,0.0007966604,0.000056276,0.002884459,0.0005421939,0.0008405679],"category_scores_gemma":[0.001301779,0.0005791711,0.0004701748,0.0007339081,0.0006226703,0.0002581086,0.001140305,0.001696181,0.0007529741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000663861,"about_ca_system_score_gemma":0.0008816075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000229602,"about_ca_topic_score_gemma":0.00008974532,"domain_scores_codex":[0.9946514,0.002340962,0.001210534,0.0005222135,0.0008238358,0.0004510415],"domain_scores_gemma":[0.9898765,0.003601179,0.001056398,0.004808458,0.0005172296,0.0001402235],"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":[0.0002395255,0.001110706,0.002501551,0.0008513215,0.000769776,0.00000396861,0.0006410072,0.0000963378,0.00003701111,0.001646366,0.9710285,0.0210739],"study_design_scores_gemma":[0.0005860107,0.00004767062,0.02109463,0.005744793,0.0003729058,0.0000480221,0.0005832711,0.0003636328,0.000005131094,0.0007810054,0.9697179,0.0006550269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003901765,0.02765053,0.0001152436,0.001492935,0.0007863523,0.0005649081,0.001772269,0.0005433849,0.9666842],"genre_scores_gemma":[0.3577604,0.3878027,0.07108757,0.0004141179,0.002322073,0.001342835,0.05293351,0.00163522,0.1247015],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8419827,"threshold_uncertainty_score":0.999666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}