{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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"},"query_hash":"e16716feff7f","filters":{"venue":"SpringerBriefs in physics"}},"results":[{"id":"W2487935752","doi":"10.1007/978-3-319-09525-7","title":"Collective Plasmon-Modes in Gain Media","year":2014,"lang":"en","type":"book","venue":"SpringerBriefs in physics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Plasmon; Optics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01018211237274713,"gpt":0.2056985105218278,"spread":0.1955163981490807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001734661,0.0004246347,0.0006857979,0.0001514355,0.00002237271,0.00003442706,0.0003379784,0.0003980729,0.00002816627],"category_scores_gemma":[0.00005060953,0.0004811383,0.0001112977,0.0002333263,0.0001019632,0.0001008085,0.00009476011,0.001000251,0.0001422521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206351,"about_ca_system_score_gemma":0.0003347085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000260039,"about_ca_topic_score_gemma":0.0004913802,"domain_scores_codex":[0.998448,0.00002538599,0.0003933501,0.0003773176,0.000275331,0.0004806787],"domain_scores_gemma":[0.999036,0.0004292298,0.00005761348,0.0003578686,0.00002711198,0.00009223226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001780617,0.0004693293,0.001179823,0.005043207,0.0006714592,0.0005513561,0.01308852,0.326164,0.0007314303,0.567777,0.02919772,0.0549481],"study_design_scores_gemma":[0.002524395,0.0001033561,0.002127393,0.004154927,0.000105081,0.000004944556,0.00009225571,0.395493,0.007107757,0.4271688,0.1576952,0.003422895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002426969,0.0007064677,0.0006006908,0.000007088699,0.000490008,0.0002939499,0.00003371359,0.0001875644,0.9952536],"genre_scores_gemma":[0.7370426,0.001409058,0.00280817,0.0004272816,0.003694927,0.000441578,0.000274667,0.0009429381,0.2529587],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7422948,"threshold_uncertainty_score":0.999764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211227464","doi":"10.1007/978-3-319-14496-2_1","title":"Black Holes: Thermodynamics, Information, and Firewalls","year":2015,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in physics","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Thermodynamics; Physics; Theoretical physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01082837264131313,"gpt":0.2186396492969905,"spread":0.2078112766556774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001643533,0.0004929671,0.0005497659,0.00005869495,0.00005496399,0.0001205257,0.0002855815,0.000190114,0.0001452179],"category_scores_gemma":[0.000004352671,0.0005064866,0.0001517304,0.00005758343,0.0007652664,0.0003704799,0.0002925169,0.0006922224,0.0003600781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007862825,"about_ca_system_score_gemma":0.0001301323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004580115,"about_ca_topic_score_gemma":0.000002148649,"domain_scores_codex":[0.9984759,0.00001428751,0.000488262,0.0003450969,0.0003225152,0.0003539482],"domain_scores_gemma":[0.9988076,0.00005168067,0.0002806567,0.0005292441,0.0001631128,0.0001676861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000106695,0.00003207518,0.0001474402,0.00005600851,0.00007114597,0.000001306431,0.0004664135,0.0001014216,8.236394e-7,0.959711,0.0005805154,0.03882122],"study_design_scores_gemma":[0.0004462113,0.00002915064,0.00004516909,0.0002014245,0.00004621589,2.494927e-7,0.00005543389,0.0006721583,0.00001462991,0.9461869,0.05177508,0.0005273461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001176729,0.0001459172,0.00814029,0.00007427065,0.0001834799,0.0003798491,0.0002400591,0.00005358647,0.9896058],"genre_scores_gemma":[0.9691063,0.00007832178,0.0002327157,0.0001688494,0.001478286,0.00001576092,0.0003736055,0.0001396562,0.02840652],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9679295,"threshold_uncertainty_score":0.9997387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W141843335","doi":"10.1007/978-3-319-09525-7_3","title":"Plasmonic Nanostructure Arrays Coupled with a Quantum Emitter","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in physics","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Plasmon; Nanostructure; Common emitter; Optoelectronics; Quantum; Materials science; Nanotechnology; Physics; Quantum mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.01066662397615202,"gpt":0.2024453491182452,"spread":0.1917787251420932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001747794,0.0008303799,0.0009377304,0.000166938,0.00007580494,0.00009034554,0.0005488266,0.0006382609,0.0002139806],"category_scores_gemma":[0.00001391186,0.0007789414,0.0001828893,0.0001189184,0.0002049911,0.0001036431,0.0001210379,0.002012053,0.0004113306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008738,"about_ca_system_score_gemma":0.0001373972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002161694,"about_ca_topic_score_gemma":0.00008308177,"domain_scores_codex":[0.9972867,0.00001571779,0.0004747966,0.0006429977,0.0007373745,0.0008423832],"domain_scores_gemma":[0.9985874,0.0001721924,0.0001129595,0.0008504313,0.00008259195,0.0001944108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004411134,0.00008949834,0.001242071,0.00319056,0.001771134,0.001319719,0.001132777,0.5282794,0.003054107,0.4333057,0.01454366,0.0116302],"study_design_scores_gemma":[0.003120907,0.0003291595,0.0003987345,0.002698426,0.0001890347,0.00007675945,0.00003242993,0.6428302,0.004433751,0.03914726,0.3025107,0.004232661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1321251,0.001928332,0.01475413,0.0001741885,0.002086164,0.001857803,0.0002050429,0.001529796,0.8453394],"genre_scores_gemma":[0.7876068,0.001922449,0.007036363,0.0003199586,0.0006967481,0.0001542786,0.0002987397,0.00155,0.2004147],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6554817,"threshold_uncertainty_score":0.9994662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250944698","doi":"10.1007/978-3-030-56168-0_7","title":"Other Regulators","year":2020,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in physics","topic":"Quantum and Classical Electrodynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Cutoff; Physics; Homogeneous space; Scalar (mathematics); Theoretical physics; Regularization (linguistics); Scalar field; Mathematical physics; Gauge theory; Momentum (technical analysis); Position and momentum space; Scalar field theory; Quantum electrodynamics; Mathematics; Computer science; Quantum mechanics; Geometry; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.01012298466363059,"gpt":0.2176756003076413,"spread":0.2075526156440107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005076253,0.0004667692,0.0005616988,0.00004050246,0.00004998162,0.00004493413,0.0003163402,0.0001695387,0.0006117942],"category_scores_gemma":[0.000002343493,0.0004980775,0.0003098499,0.00007414442,0.000120281,0.00007451856,0.0001311139,0.000866566,0.0004597146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008248913,"about_ca_system_score_gemma":0.0001190202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004253563,"about_ca_topic_score_gemma":0.000008225461,"domain_scores_codex":[0.9984232,0.00001102492,0.0003693544,0.0005556931,0.0002801172,0.000360662],"domain_scores_gemma":[0.9991208,0.00003957229,0.0002099915,0.0004636491,0.00003513493,0.0001308395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001020332,0.0000333383,0.0002658888,0.00002455565,0.0000849319,0.00000540406,0.00004228631,0.00003832813,0.00005114037,0.9755173,0.000749759,0.02317689],"study_design_scores_gemma":[0.0002654014,0.00003744238,0.00004798032,0.0001289158,0.00004496501,1.822528e-7,0.000004837713,0.0008805322,0.0002238704,0.782762,0.2150551,0.0005487828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003341286,0.00009031686,0.002373271,0.000195236,0.000251992,0.0002259293,0.0000780495,0.00008115602,0.9963699],"genre_scores_gemma":[0.5323399,0.00002210847,0.0004792698,0.0008810528,0.00858868,0.00004180412,0.0001920918,0.0005982753,0.4568568],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5395131,"threshold_uncertainty_score":0.9997471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3140216015","doi":"10.1007/978-3-030-56168-0_16","title":"Correction to: Advanced Concepts in Quantum Field Theory","year":2020,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in physics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Paragraph; Punctuation; Mathematics; Physics; Computer science; World Wide Web; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.009443932200328277,"gpt":0.2667183767531118,"spread":0.2572744445527835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009179133,0.0003889041,0.0005408651,0.00006018943,0.00004115614,0.00002566688,0.0002403509,0.0001093496,0.0003064401],"category_scores_gemma":[0.00006025765,0.0004480642,0.0001312813,0.00009891175,0.00003503515,0.00007798384,0.0001565687,0.0009206556,0.0001037153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111671,"about_ca_system_score_gemma":0.00008381536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004034059,"about_ca_topic_score_gemma":0.00002794311,"domain_scores_codex":[0.9984733,0.00002492234,0.0004143376,0.0005741089,0.0001916929,0.0003215873],"domain_scores_gemma":[0.9989126,0.0003852867,0.0001640421,0.0003384807,0.00004520129,0.000154406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006974905,0.00002801585,0.00002242701,0.00001580391,0.00001866729,0.000011297,0.0001206559,0.001292329,0.00009167366,0.8053275,0.00008965452,0.1929122],"study_design_scores_gemma":[0.0003732884,0.0001347517,0.00002409777,0.0004288212,0.00001501663,1.810439e-7,0.00004852035,0.01605861,0.0003072611,0.9713084,0.01079208,0.0005089522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002936672,0.00007961333,0.4590593,0.0001146527,0.002366835,0.0006565147,0.0001468474,0.0000593831,0.5372232],"genre_scores_gemma":[0.951727,0.00003751939,0.003059698,0.0009086903,0.001326762,0.00009640251,0.0001342219,0.0002382324,0.04247146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9514334,"threshold_uncertainty_score":0.9997971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094520378","doi":"10.1007/978-3-030-56168-0_6","title":"Running Couplings and the Renormalization Group","year":2020,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in physics","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Renormalization group; Coupling constant; Renormalization; Physics; Theoretical physics; Quantum field theory; Scale (ratio); Asymptotic safety in quantum gravity; Functional renormalization group; Coupling (piping); Constant (computer programming); Field (mathematics); Energy (signal processing); Quantum mechanics; Quantum; Statistical physics; Quantum electrodynamics; Quantum gravity; Computer science; Mathematics; Engineering; Pure mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.00930997583278345,"gpt":0.1997882842782653,"spread":0.1904783084454819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001332455,0.0002956058,0.0003873374,0.00002622541,0.00009982319,0.00009691405,0.0002202016,0.00003252494,0.00004224788],"category_scores_gemma":[0.000001540553,0.0002525733,0.0001050219,0.00004477464,0.000174155,0.0001069262,0.0002369436,0.0004564616,0.00003480079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002684306,"about_ca_system_score_gemma":0.0000292989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008763406,"about_ca_topic_score_gemma":0.000002151656,"domain_scores_codex":[0.9989731,0.000008770929,0.000296839,0.0003488357,0.0001811471,0.0001912646],"domain_scores_gemma":[0.9993914,0.00005039261,0.0002005214,0.0002777382,0.00002588578,0.00005406102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000301392,0.00001043052,0.0005352331,0.00004228211,0.00007066139,0.000001673186,0.0005502507,0.00004385482,0.00001019984,0.9803653,0.0007162964,0.01762367],"study_design_scores_gemma":[0.0009968859,0.00001476795,0.00009260174,0.0001727566,0.00006866649,3.559458e-7,0.00003430716,0.0007585605,0.00001270644,0.9563246,0.04118079,0.0003430493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000212762,0.000369037,0.009475574,0.0002853764,0.0001963411,0.000360214,0.00002842525,0.00004793027,0.9890243],"genre_scores_gemma":[0.9607517,0.0001191018,0.000328683,0.003272002,0.002946686,0.00006662971,0.0002440601,0.0002063126,0.03206489],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9605389,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094602268","doi":"10.1007/978-3-030-56168-0_14","title":"Nonperturbative Aspects of SU(N) Gauge Theory","year":2020,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in physics","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Instanton; Physics; Theoretical physics; Gauge theory; Quantum chromodynamics; Realm; Gauge (firearms); Perturbation theory (quantum mechanics); Introduction to gauge theory; Mathematical physics; Topology (electrical circuits); Particle physics; Mathematics; Law; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01089832230667034,"gpt":0.2199102905751556,"spread":0.2090119682684852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001334621,0.0005692661,0.0009268624,0.00004742701,0.00004569404,0.0000331396,0.0004361624,0.000168722,0.0004868831],"category_scores_gemma":[0.000009612354,0.0005744061,0.0004536803,0.0001040181,0.0004462829,0.0001024616,0.0002769823,0.0009305324,0.00021054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005463469,"about_ca_system_score_gemma":0.0001477883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000295747,"about_ca_topic_score_gemma":0.00000103562,"domain_scores_codex":[0.9981101,0.00003951276,0.0005368812,0.0006040781,0.0003580998,0.0003513789],"domain_scores_gemma":[0.9984962,0.0002385473,0.0003993777,0.0006088825,0.0001160744,0.0001409205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004837285,0.00009937841,0.00005100916,0.00009383533,0.0002172239,0.000008094568,0.000294193,0.00001655988,0.00003840554,0.984602,0.0001179896,0.01441291],"study_design_scores_gemma":[0.0003979926,0.00007811022,0.00002692537,0.0003416748,0.00009986146,1.47529e-7,0.00003255472,0.00003616982,0.002848092,0.9863199,0.009285703,0.0005328574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002455993,0.0001564382,0.004992926,0.00006266942,0.000200406,0.0003300009,0.0002847587,0.00003753142,0.9936897],"genre_scores_gemma":[0.9793704,0.00001441511,0.0001803477,0.0001270872,0.00174915,0.00001243628,0.0001233584,0.0001668167,0.018256],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9791248,"threshold_uncertainty_score":0.9996707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385323713","doi":"10.1007/978-3-031-37373-2_6","title":"Reflections on the Quantum Mechanics and the Path Leading to Its Discovery","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in physics","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","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":"Miracle; Impossibility; Maxim; Quarter (Canadian coin); Theoretical physics; Epistemology; Statement (logic); Physicist; Philosophy; Physics; History; Law; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.04631975051938589,"gpt":0.2960198570347777,"spread":0.2497001065153918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003883679,0.0003615629,0.0003785014,0.00006310262,0.0004095984,0.0001938544,0.0003941693,0.00008730131,0.00002890486],"category_scores_gemma":[0.0000164817,0.0002431636,0.0001930441,0.0001796871,0.00004908509,0.00007843459,0.0003041144,0.0007811735,0.0003488585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005201715,"about_ca_system_score_gemma":0.00006400931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005375458,"about_ca_topic_score_gemma":0.00002111379,"domain_scores_codex":[0.9985577,0.00003126973,0.0003254532,0.0004973185,0.0002733967,0.0003148765],"domain_scores_gemma":[0.9985784,0.0004209482,0.0001866097,0.0006970511,0.00005283659,0.0000641755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001321326,0.00002091489,7.761282e-7,0.00001004993,0.00006227054,7.735738e-7,0.0002501832,0.00008941479,0.00007613093,0.9973463,0.0005825598,0.001547428],"study_design_scores_gemma":[0.0002050467,0.00002909348,0.000003028896,0.0002334073,0.00004903047,2.566241e-7,0.0001129824,0.00226837,0.0001204309,0.9632864,0.03340619,0.0002857535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002139941,0.0002744622,0.1754605,0.01266105,0.0027147,0.005732652,0.001068686,0.0003606547,0.7995874],"genre_scores_gemma":[0.8936552,0.0002637687,0.00006319588,0.001036037,0.002408003,0.0007119598,0.00006141763,0.0002971033,0.1015033],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8915153,"threshold_uncertainty_score":0.9915923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251107023","doi":"10.1007/978-3-319-09525-7_4","title":"Potential Applications","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in physics","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Plasmon; Dielectric; Electron; Surface plasmon polariton; Polarization (electrochemistry); Optoelectronics; Materials science; Common emitter; Surface plasmon resonance; Nanostructure; Surface plasmon; Coupling (piping); Physics; Nanotechnology; Chemistry; Quantum mechanics; Nanoparticle","retraction":null,"screen_n_in":null,"score":{"opus":0.01130840101390194,"gpt":0.2200653998090316,"spread":0.2087569987951297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001108194,0.0003118047,0.0003619414,0.00008981214,0.0000426729,0.0000390043,0.0003322255,0.0002962749,0.0001260642],"category_scores_gemma":[0.000003113777,0.0003707962,0.0001283992,0.00005217353,0.00008078077,0.00004215298,0.00009485944,0.0008281723,0.001020011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407825,"about_ca_system_score_gemma":0.0000411527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005984204,"about_ca_topic_score_gemma":0.00001178337,"domain_scores_codex":[0.9987339,0.000005752471,0.0002759574,0.0003005774,0.0003231482,0.0003606089],"domain_scores_gemma":[0.9992772,0.00005286614,0.0000392926,0.0004963473,0.0000376243,0.00009665781],"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":[0.00001100672,0.00002914217,0.00005401565,0.0005835262,0.0001896584,0.00005103892,0.00005882041,0.1618028,0.0004628864,0.7347494,0.006039531,0.09596813],"study_design_scores_gemma":[0.0002573404,0.00001307661,0.00004664678,0.0001361535,0.00002538995,0.000003368644,0.000002076865,0.05509428,0.0003955716,0.04301431,0.9003751,0.0006366964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002503099,0.0006049371,0.03441358,0.00002288704,0.0002942892,0.0003992108,0.00005119389,0.0003260037,0.9636376],"genre_scores_gemma":[0.1360209,0.004107138,0.0108294,0.0001409838,0.00143116,0.0004000278,0.000336496,0.0009078677,0.845826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8943356,"threshold_uncertainty_score":0.9998744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W78707328","doi":"10.1007/978-3-319-09525-7_2","title":"Plasmonic Nanoparticles Coupled with an |n〉-State Quantum System","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in physics","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Plasmon; Plasmonic nanoparticles; Nanoparticle; State (computer science); Quantum; Nanotechnology; Physics; Materials science; Optoelectronics; Quantum mechanics; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01622230029265559,"gpt":0.2137386632814141,"spread":0.1975163629887585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002859447,0.0003588592,0.0005232131,0.00004232971,0.0001409041,0.000140425,0.000375308,0.0001111853,0.00005767801],"category_scores_gemma":[0.000004494986,0.0003024854,0.00007782806,0.00005460061,0.0001798281,0.0001245387,0.00007833867,0.0001899534,0.000474766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071986,"about_ca_system_score_gemma":0.00008851392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008639242,"about_ca_topic_score_gemma":0.0001115416,"domain_scores_codex":[0.998165,0.00003051148,0.000439365,0.0005996574,0.0003521153,0.0004133897],"domain_scores_gemma":[0.9986807,0.00007807589,0.0002779742,0.0007467771,0.00007327434,0.0001432009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006811858,0.00007236395,0.00007968374,0.0001448199,0.00001658433,0.00001840546,0.0001605264,0.0009158571,0.2913818,0.7047634,0.00002636094,0.002352107],"study_design_scores_gemma":[0.001505238,0.0006043888,0.0004475379,0.002188148,0.000221326,0.00002250114,0.0001080988,0.02789677,0.9079058,0.04022394,0.01672458,0.002151698],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823778,0.000111278,0.0003737962,0.00003613334,0.0001574146,0.0003909213,0.00004059533,0.0002311525,0.0162809],"genre_scores_gemma":[0.9940822,0.00002263385,0.0004313926,0.00004097223,0.0002102745,0.00005882158,0.000009329588,0.00008685542,0.005057499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6645395,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}