{"meta":{"query_hash":"16903a65038e","filters":{"venue":"The Sixteenth Marcel Grossmann Meeting"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/16903a65038e","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Sixteenth+Marcel+Grossmann+Meeting"},"results":[{"id":"W3205579349","doi":"10.1142/9789811269776_0356","title":"Effective black hole interior and the Raychadhuri equation","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; York University","funders":"","keywords":"Computer science; Physics","score_opus":0.014546278623585089,"score_gpt":0.2680138845203735,"score_spread":0.2534676058967884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205579349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815461,0.000086142856,0.002149172,0.0020122395,0.00016565475,0.0006581157,0.00002045148,0.00007926049,0.013282852],"genre_scores_gemma":[0.99833256,0.000013193909,0.000038674527,0.00011957465,0.00038588804,0.00010994246,0.000031457912,0.00002341273,0.0009452789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984602,0.00060354045,0.00022265803,0.00021818082,0.00017934514,0.00031611306],"domain_scores_gemma":[0.99793077,0.0015286958,0.00015426076,0.00029257996,0.000053611653,0.00004005863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020766736,0.00018351628,0.00022306471,0.00004758745,0.0007369955,0.00017079122,0.00027492098,0.000024252022,0.00004229982],"category_scores_gemma":[0.00007801412,0.00010304539,0.00011567394,0.0002959235,0.00081594626,0.00011923422,0.00033681482,0.00025301613,0.00019638994],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009639769,0.000083349856,0.028097587,0.00014512087,0.0006277987,0.00000660301,0.08621751,0.0012389873,0.0057912497,0.78388995,0.00316138,0.0897765],"study_design_scores_gemma":[0.008689124,0.0003252007,0.054965537,0.0004994869,0.00040241843,0.0000026851674,0.070397064,0.06509108,0.018939976,0.7726827,0.0069298605,0.0010748184],"about_ca_topic_score_codex":0.00031975366,"about_ca_topic_score_gemma":0.000006659827,"teacher_disagreement_score":0.08870168,"about_ca_system_score_codex":0.000013232128,"about_ca_system_score_gemma":0.0000118563075,"threshold_uncertainty_score":0.56684476},"labels":[],"label_agreement":null},{"id":"W3205846009","doi":"10.1142/9789811269776_0337","title":"A spin foam framework for the black-to-white hole transition","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"White (mutation); Spin (aerodynamics); Materials science; Computer science; Physics; Thermodynamics; Chemistry","score_opus":0.016217089333164837,"score_gpt":0.27749499882492523,"score_spread":0.2612779094917604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205846009","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35969096,0.000060084072,0.5990859,0.0227904,0.00057729316,0.0020633857,0.00020457461,0.00028879492,0.015238592],"genre_scores_gemma":[0.99570185,0.0000050900926,0.0011803581,0.000681589,0.0016312395,0.00018285484,0.00005275909,0.0000625357,0.0005016954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983731,0.000095915086,0.00028926737,0.00034001988,0.00026836735,0.0006333497],"domain_scores_gemma":[0.99838036,0.0008015188,0.00010012155,0.0005393819,0.000072241564,0.00010638169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088366674,0.00023840123,0.00021892019,0.000039729908,0.0007816178,0.00017627217,0.000532264,0.0000547759,0.00009328148],"category_scores_gemma":[0.0000394789,0.0001485015,0.00028864015,0.00056163094,0.00023013049,0.00006871882,0.0001638461,0.00034658812,0.00039924952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074077056,0.00005381991,0.00030969246,0.000042029606,0.00009731133,6.9315007e-7,0.0032951913,0.009934712,0.00021453378,0.9668568,0.003658318,0.015462827],"study_design_scores_gemma":[0.00047126692,0.00009420897,0.002741227,0.00016527555,0.00013363826,2.5552083e-7,0.0036906763,0.025461527,0.0012375517,0.9601826,0.0054827076,0.0003390555],"about_ca_topic_score_codex":0.000040314982,"about_ca_topic_score_gemma":0.0000016187093,"teacher_disagreement_score":0.6360109,"about_ca_system_score_codex":0.000015867,"about_ca_system_score_gemma":0.000020436597,"threshold_uncertainty_score":0.6055715},"labels":[],"label_agreement":null},{"id":"W3206000869","doi":"10.1142/9789811269776_0309","title":"Probing dense matter physics with transiently-accreting neutron stars: The case of source MXB 1659-29","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Neutron star; Physics; Astrophysics; Stars; Astronomy; Dense matter","score_opus":0.015802370716017023,"score_gpt":0.28742378985676503,"score_spread":0.271621419140748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206000869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99470496,0.00003838575,0.00035369655,0.0011030822,0.00004824889,0.000573472,0.00011589204,0.000026615695,0.0030356175],"genre_scores_gemma":[0.9955038,0.0000029960268,0.00023655567,0.00008740918,0.00036157988,0.00006799124,0.00011208201,0.00006100257,0.0035665762],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99791646,0.00028348595,0.0003796956,0.00034500725,0.00040945766,0.00066588295],"domain_scores_gemma":[0.9984655,0.00061885646,0.00023442357,0.00045460145,0.00014710434,0.00007954988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010981528,0.00025421448,0.00025414006,0.00006361075,0.00085805776,0.00016617596,0.00044434675,0.000031054104,0.00008079269],"category_scores_gemma":[0.000013273517,0.00015023207,0.00016307773,0.00064358325,0.0002985021,0.00014772992,0.00021764802,0.00042818807,0.00007118517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021143002,0.0013294248,0.12952793,0.0023127412,0.0030705712,0.0013433624,0.13930425,0.2759261,0.3069162,0.032596603,0.020028524,0.08552997],"study_design_scores_gemma":[0.017247153,0.0021016551,0.16884859,0.0047290185,0.0022070578,0.00091969204,0.32062706,0.27034667,0.10517041,0.08021507,0.020557037,0.007030588],"about_ca_topic_score_codex":0.00047029683,"about_ca_topic_score_gemma":0.000013633268,"teacher_disagreement_score":0.20174578,"about_ca_system_score_codex":0.000023051361,"about_ca_system_score_gemma":0.00005570485,"threshold_uncertainty_score":0.65995735},"labels":[],"label_agreement":null},{"id":"W3208417338","doi":"10.1142/9789811269776_0343","title":"Baryon asymmetry and minimum length","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Asymmetry; Baryon; Physics; Particle physics","score_opus":0.010081659709093823,"score_gpt":0.23856856663046638,"score_spread":0.22848690692137255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208417338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8885557,0.00007636155,0.0004718478,0.0010423899,0.0001916398,0.00020395388,0.000024705958,0.00013473797,0.10929864],"genre_scores_gemma":[0.99781543,0.000016522756,0.00010359936,0.000122239,0.000693618,0.000015837973,0.000032359898,0.000039093517,0.00116127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986585,0.00010404648,0.00022748778,0.00030197436,0.00021903227,0.00048899464],"domain_scores_gemma":[0.9990986,0.0003387957,0.00008264778,0.00034004572,0.000033093544,0.00010682707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000593039,0.00020083494,0.00020000426,0.000044781635,0.00044340786,0.00011963572,0.00027352374,0.000037277892,0.00008740842],"category_scores_gemma":[0.00001856375,0.00014496787,0.00010638096,0.00035839432,0.0002442193,0.00008842485,0.0003606709,0.00027310484,0.00027018355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021972079,0.000046650588,0.0117516685,0.00003779222,0.00008005844,0.0000033026558,0.000618537,0.000059112877,0.000581804,0.96147275,0.0025979,0.022728458],"study_design_scores_gemma":[0.0011251101,0.000101563324,0.027351113,0.00014607575,0.00013425699,0.0000024095627,0.004461545,0.009131477,0.004050403,0.9455517,0.007246117,0.00069821556],"about_ca_topic_score_codex":0.00008044935,"about_ca_topic_score_gemma":7.6449123e-7,"teacher_disagreement_score":0.10925973,"about_ca_system_score_codex":0.0000081744865,"about_ca_system_score_gemma":0.000013568971,"threshold_uncertainty_score":0.5911618},"labels":[],"label_agreement":null},{"id":"W3210644840","doi":"10.1142/9789811269776_0347","title":"A model of polymer gravitational waves: Theory and some possible observational consequences","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Observational study; Gravitational wave; Gravitation; Computer science; Environmental science; Physics; Classical mechanics; Astronomy; Mathematics; Statistics","score_opus":0.040475012840199505,"score_gpt":0.287760009504972,"score_spread":0.2472849966647725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210644840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546945,0.0001860165,0.0008359369,0.0018127034,0.000093422415,0.00013805111,0.0001479299,0.00003775651,0.001278725],"genre_scores_gemma":[0.9957652,0.000003316668,0.000462594,0.0001876611,0.00014471184,0.00003259669,0.000117925716,0.00001171599,0.0032742885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99895424,0.00020049118,0.00026513182,0.0001803889,0.00018589264,0.00021388302],"domain_scores_gemma":[0.99842376,0.0011543873,0.00015998815,0.0001422628,0.00008238518,0.000037194302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011441585,0.0001236646,0.00015057238,0.000076791985,0.0004060285,0.000035165194,0.0001684924,0.00003016478,0.000055753542],"category_scores_gemma":[0.0000641565,0.00009435341,0.000068258494,0.00021101469,0.00067564094,0.0001630165,0.00009690684,0.00011315937,0.000016695436],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005358314,0.000016502236,0.036301643,0.00001674964,0.000059156406,4.0031483e-7,0.0021753276,0.00078761944,0.0059134103,0.9538587,0.00026526157,0.0005516484],"study_design_scores_gemma":[0.00023760092,0.00001694245,0.027229236,0.000028515222,0.000028554423,8.140182e-7,0.0028844741,0.0018608206,0.004233856,0.9633607,0.000011745634,0.00010670109],"about_ca_topic_score_codex":0.000056746056,"about_ca_topic_score_gemma":0.0000013278637,"teacher_disagreement_score":0.009502041,"about_ca_system_score_codex":0.0000049958726,"about_ca_system_score_gemma":0.000078508056,"threshold_uncertainty_score":0.38476202},"labels":[],"label_agreement":null},{"id":"W3210953974","doi":"10.1142/9789811269776_0096","title":"Information recovery from evaporating rotating charged black holes","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Computer science","score_opus":0.011679769858429149,"score_gpt":0.2330036775683072,"score_spread":0.22132390770987806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210953974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94695365,0.000015324431,0.0069017983,0.0005426186,0.0002668855,0.00035809466,0.00013334886,0.00023293433,0.04459533],"genre_scores_gemma":[0.99758327,0.0000072227085,0.00045137233,0.00017333537,0.0009436501,0.000032452244,0.0005343072,0.00003668659,0.0002377061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982226,0.00015683753,0.00050469773,0.00021863387,0.00035905853,0.0005381912],"domain_scores_gemma":[0.9986068,0.00047987458,0.0003339213,0.0004000706,0.00009161164,0.000087710796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068329694,0.00025203617,0.00024737418,0.00006043072,0.0006220885,0.00033211795,0.00039150607,0.000049612554,0.00016531399],"category_scores_gemma":[0.00007118072,0.00019713852,0.00017537897,0.00047662653,0.00027254364,0.00053859304,0.00030328424,0.00036993183,0.001307964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010109156,0.0000901422,0.021210704,0.00010576116,0.00033279633,0.0000027509261,0.0114862295,0.010656046,0.00240616,0.784514,0.0050839004,0.16401039],"study_design_scores_gemma":[0.0012172634,0.00007681051,0.010062279,0.00038678633,0.00012847266,3.8236988e-7,0.0158363,0.076022156,0.005948734,0.8871747,0.002296773,0.000849292],"about_ca_topic_score_codex":0.000251905,"about_ca_topic_score_gemma":0.0000013989239,"teacher_disagreement_score":0.1631611,"about_ca_system_score_codex":0.000016839438,"about_ca_system_score_gemma":0.00003059304,"threshold_uncertainty_score":0.99946964},"labels":[],"label_agreement":null},{"id":"W3215782057","doi":"10.1142/9789811269776_0122","title":"The CMB dipole: Eppur si muove","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cosmic microwave background; Dipole; Computer science; Physics; Optics; Quantum mechanics","score_opus":0.010512298068757166,"score_gpt":0.2582283042165988,"score_spread":0.24771600614784164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215782057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92216444,0.00036032993,0.00081374135,0.014288306,0.0013704755,0.0005905285,0.0000683198,0.00033420575,0.060009673],"genre_scores_gemma":[0.9845734,0.000006805069,0.00006705259,0.00017185509,0.00077841943,0.00006811253,0.000048267146,0.000025792573,0.014260295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99854666,0.00024892602,0.00026802998,0.0002287579,0.00020771136,0.0004999254],"domain_scores_gemma":[0.998014,0.0012814301,0.00014707886,0.0004386094,0.00006510031,0.00005380561],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001249099,0.00017595774,0.00014409587,0.000038675906,0.0018171933,0.00015400795,0.00050597056,0.000035926627,0.000117420146],"category_scores_gemma":[0.00008738025,0.00010544246,0.00013613208,0.00039555694,0.00035416734,0.000078329176,0.00026938086,0.0002838381,0.0009979844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011087821,0.000056151344,0.082032286,0.00002343416,0.00028717177,0.000008507332,0.005021287,0.0003834202,0.0012038039,0.81679046,0.046330057,0.04775256],"study_design_scores_gemma":[0.0006112516,0.00005141315,0.07872556,0.0000464716,0.0000803052,0.0000028267966,0.0096620945,0.00063480635,0.0022621425,0.83491725,0.07262596,0.0003799267],"about_ca_topic_score_codex":0.00013081467,"about_ca_topic_score_gemma":0.000008358438,"teacher_disagreement_score":0.06240898,"about_ca_system_score_codex":0.000011674767,"about_ca_system_score_gemma":0.00002948846,"threshold_uncertainty_score":0.9997799},"labels":[],"label_agreement":null},{"id":"W4317910356","doi":"10.1142/9789811269776_0199","title":"Three-parameter solution for the null-surface formulation in 2+1 dimensions","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; Winnipeg Institute for Theoretical Physics; Mount Saint Vincent University","funders":"","keywords":"Null (SQL); Surface (topology); Mathematics; Applied mathematics; Computer science; Mathematical optimization; Geometry; Data mining","score_opus":0.02285228843082414,"score_gpt":0.2682192948562199,"score_spread":0.24536700642539577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317910356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760363,0.00010049133,0.019524436,0.0030543194,0.00011955174,0.00043712227,0.0000103731945,0.00006909536,0.00064832444],"genre_scores_gemma":[0.99820924,0.0000076139177,0.0007579628,0.00005935739,0.0002228334,0.0000827266,0.00004567711,0.000022282142,0.0005922973],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998835,0.000056393186,0.0002614769,0.00023028394,0.00017209935,0.00044474416],"domain_scores_gemma":[0.9985684,0.00092560076,0.00010950055,0.00032805742,0.000039135208,0.000029293162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092409656,0.00014206483,0.00014729315,0.00005302153,0.0006336348,0.00008625594,0.0002494703,0.0000286038,0.00003704533],"category_scores_gemma":[0.000036913887,0.000088954555,0.00015968233,0.0004828504,0.00004703142,0.000066035704,0.00010583242,0.00015908966,0.000049286242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026531809,0.00034641667,0.35015547,0.00014264078,0.00082242244,0.0000036892873,0.0069901864,0.20299199,0.17137289,0.022174153,0.021917798,0.22281702],"study_design_scores_gemma":[0.00058159954,0.00005907254,0.057099905,0.000067256246,0.00013561064,5.446263e-7,0.00054236496,0.92221755,0.0016408098,0.016452266,0.0009694002,0.00023363382],"about_ca_topic_score_codex":0.00092304236,"about_ca_topic_score_gemma":0.00010464674,"teacher_disagreement_score":0.7192255,"about_ca_system_score_codex":0.000022363864,"about_ca_system_score_gemma":0.000014787493,"threshold_uncertainty_score":0.48734707},"labels":[],"label_agreement":null},{"id":"W4317910509","doi":"10.1142/9789811269776_0068","title":"Thermodynamics of scalar-tensor gravity: A new approach","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bishop's University","funders":"","keywords":"Scalar (mathematics); Physics; Tensor (intrinsic definition); Theoretical physics; Classical mechanics; Computer science; Mathematical physics; Mathematics; Geometry","score_opus":0.017672372416122597,"score_gpt":0.25997112458697963,"score_spread":0.24229875217085703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317910509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95912373,0.00005060842,0.0075818817,0.0011225109,0.00021571906,0.00036808613,0.00004486138,0.00012986037,0.031362746],"genre_scores_gemma":[0.9927891,0.0000017551871,0.0010200429,0.00005324414,0.00031337884,0.00002188772,0.00010445478,0.000025900043,0.0056702425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987717,0.00017367124,0.00028723004,0.0002401239,0.00019214168,0.00033508445],"domain_scores_gemma":[0.9989722,0.00033326392,0.00018546656,0.00038334442,0.00006423971,0.000061480176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008425246,0.00016496488,0.00023139811,0.00007831188,0.0003223216,0.000037296573,0.00036745233,0.000045532735,0.00008888271],"category_scores_gemma":[0.000042347256,0.0001232733,0.00015566844,0.0004770082,0.00022950028,0.00006257114,0.00017728924,0.00020791474,0.00012114546],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019947381,0.00021352648,0.17447428,0.000121323355,0.0004361201,0.0000041830494,0.012785102,0.002723919,0.003984641,0.7574496,0.008108161,0.039499655],"study_design_scores_gemma":[0.0008220054,0.000043144766,0.09143352,0.000054396638,0.00011999783,0.0000028813145,0.007165728,0.004471498,0.0011589715,0.89312124,0.0012693726,0.00033722146],"about_ca_topic_score_codex":0.00029205342,"about_ca_topic_score_gemma":0.0000022727475,"teacher_disagreement_score":0.13567165,"about_ca_system_score_codex":0.000008568557,"about_ca_system_score_gemma":0.000045890472,"threshold_uncertainty_score":0.50269395},"labels":[],"label_agreement":null},{"id":"W4317910616","doi":"10.1142/9789811269776_0341","title":"Effective field theory from relativistic Generalized Uncertainty Principle","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Field (mathematics); Physics; Computer science; Classical mechanics; Theoretical physics; Mathematics","score_opus":0.019431712531466604,"score_gpt":0.24661402813338393,"score_spread":0.22718231560191732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317910616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850511,0.00017359223,0.00021487004,0.0004464913,0.00056787743,0.00048376303,0.00009300363,0.0001529862,0.012816303],"genre_scores_gemma":[0.99727887,0.000023475564,0.0001327291,0.0003638139,0.00034455495,0.000011185224,0.00026169536,0.000009685768,0.0015740007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977808,0.00060935476,0.00025414224,0.00037354985,0.00047926477,0.00050291256],"domain_scores_gemma":[0.99734336,0.001960086,0.00013758586,0.0004060121,0.00005161314,0.00010131847],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019222546,0.00021104673,0.00022570165,0.000057838337,0.00067326217,0.00011736037,0.00043446984,0.00006742108,0.0004929978],"category_scores_gemma":[0.0005086947,0.00014206272,0.00012481377,0.00041818456,0.00009698991,0.00009559621,0.00007703542,0.00029219952,0.0010538395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008657043,0.00007994716,0.7130516,0.000116553536,0.0005600136,0.000098526645,0.0055846088,0.08213342,0.0021992635,0.0063229874,0.00457484,0.1844125],"study_design_scores_gemma":[0.0006163363,0.00011627686,0.8525383,0.000078640274,0.00007201658,0.0000012430971,0.0002918535,0.03611202,0.0005358005,0.10716756,0.0021628335,0.00030712647],"about_ca_topic_score_codex":0.0052279723,"about_ca_topic_score_gemma":0.00061518874,"teacher_disagreement_score":0.18410538,"about_ca_system_score_codex":0.0000095371115,"about_ca_system_score_gemma":0.000025375486,"threshold_uncertainty_score":0.999724},"labels":[],"label_agreement":null},{"id":"W4317910652","doi":"10.1142/9789811269776_0342","title":"Stelle gravity as the limit of quantum gravity with maximal momentum","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Physics; Quantum gravity; Limit (mathematics); Quantum; Momentum (technical analysis); Classical mechanics; Quantum electrodynamics; Quantum mechanics; Mathematics; Mathematical analysis; Business","score_opus":0.016847765898131577,"score_gpt":0.2629737675374343,"score_spread":0.2461260016393027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317910652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836059,0.000061728366,0.00052706595,0.001553499,0.00018178823,0.00051280885,0.000090625006,0.0000982116,0.013368329],"genre_scores_gemma":[0.9976673,0.000017240953,0.00007849865,0.00007406682,0.00025887683,0.00006448089,0.000067448986,0.00004998689,0.0017221],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99743354,0.00051704876,0.00044450597,0.00036804634,0.0005630722,0.0006737547],"domain_scores_gemma":[0.9976767,0.0008919528,0.0003926449,0.0007964552,0.00014845653,0.0000937948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018780257,0.00035173213,0.000418623,0.00008342218,0.0011366877,0.00012249123,0.0008407297,0.000043511653,0.000106466374],"category_scores_gemma":[0.000042041356,0.00019587843,0.00022934985,0.00079353387,0.00083142123,0.00015484312,0.00050375244,0.00048274227,0.00017262624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009955314,0.0006081889,0.17865625,0.00022997691,0.0009497989,0.00003066137,0.023462962,0.0011288116,0.008022433,0.76787734,0.003628772,0.014409257],"study_design_scores_gemma":[0.0033217932,0.0013404503,0.102414586,0.0005322464,0.0006190184,0.000018426455,0.07859072,0.0059632426,0.04990463,0.7431624,0.012542154,0.0015903163],"about_ca_topic_score_codex":0.00182945,"about_ca_topic_score_gemma":0.000030499512,"teacher_disagreement_score":0.076241665,"about_ca_system_score_codex":0.000022269169,"about_ca_system_score_gemma":0.000073022806,"threshold_uncertainty_score":0.87425977},"labels":[],"label_agreement":null},{"id":"W4317910811","doi":"10.1142/9789811269776_0336","title":"Studying the EPRL spinfoam self-energy","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Observable; Divergence (linguistics); Amplitude; Physics; Statistical physics; Energy (signal processing); Classical mechanics; Dihedral angle; Value (mathematics); Computer science; Quantum mechanics","score_opus":0.013756708396516685,"score_gpt":0.2293645422342792,"score_spread":0.21560783383776252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317910811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9012913,0.00031781764,0.0010576401,0.002476451,0.0005354964,0.00041138034,0.000017229524,0.0005666754,0.093325995],"genre_scores_gemma":[0.9959487,0.00004072094,0.000039582497,0.00022034447,0.00089086423,0.000092587485,0.00004599634,0.000051929117,0.0026693044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789447,0.00015961319,0.00038172933,0.00034602277,0.00037286265,0.00084528286],"domain_scores_gemma":[0.99885285,0.00026346938,0.00016296687,0.0005878531,0.00004820128,0.000084673775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011934899,0.00027670825,0.00023177043,0.00006597014,0.0012991623,0.00015987558,0.0007398462,0.00003497475,0.00019149268],"category_scores_gemma":[0.0000071518025,0.00016575206,0.00019645001,0.00067338644,0.000111135974,0.00011949969,0.0001741651,0.00035958475,0.00028782742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019938,0.0007729488,0.1909156,0.000231663,0.0022955665,0.000046584188,0.03522548,0.009784516,0.0067270235,0.6009903,0.052455045,0.10035591],"study_design_scores_gemma":[0.0055519193,0.0006467482,0.1988651,0.00046521617,0.0012055899,0.00001572846,0.04613938,0.051451866,0.0115338825,0.17150526,0.50864553,0.0039737746],"about_ca_topic_score_codex":0.00060008094,"about_ca_topic_score_gemma":0.000017872997,"teacher_disagreement_score":0.4561905,"about_ca_system_score_codex":0.00002785473,"about_ca_system_score_gemma":0.00004766757,"threshold_uncertainty_score":0.99922377},"labels":[],"label_agreement":null},{"id":"W4317911192","doi":"10.1142/9789811269776_0126","title":"Cosmic backgrounds from the radio to the far-infrared: Recent results and perspectives from cosmological and astrophysical surveys","year":2023,"lang":"en","type":"article","venue":"The Sixteenth Marcel Grossmann Meeting","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"COSMIC cancer database; Far infrared; Astronomy; Physics; Cosmology; Astrophysics; Radio frequency; Computer science; Telecommunications","score_opus":0.03966038032457086,"score_gpt":0.2795665030864626,"score_spread":0.23990612276189172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317911192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981626,0.0002442364,0.0039390004,0.0114134345,0.00012307036,0.0006085594,0.00070284255,0.00007069999,0.001272193],"genre_scores_gemma":[0.9968191,0.00007456989,0.00038147758,0.00012944704,0.0016639276,0.00008495408,0.00020661388,0.000033660464,0.00060626544],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99628365,0.0013306113,0.00036869646,0.0007444261,0.00050213066,0.00077048136],"domain_scores_gemma":[0.9955131,0.0033647104,0.00013947044,0.00066611904,0.00009599231,0.0002206545],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016713552,0.0003494038,0.00035900177,0.00003275004,0.0013170365,0.00046756415,0.00078901224,0.000051141036,0.00008707202],"category_scores_gemma":[0.00018439445,0.00018130796,0.00013264462,0.00047710433,0.000699793,0.00012087937,0.0010971231,0.00078724575,0.0001627931],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014830477,0.0004843789,0.07027067,0.000009638678,0.0010787668,0.000024286508,0.025341896,0.0009466334,0.009519172,0.012489545,0.02975351,0.8485984],"study_design_scores_gemma":[0.0013034841,0.00024664286,0.95071864,0.00006948339,0.000079788006,6.8133005e-7,0.025785565,0.0030616326,0.00057725236,0.007173978,0.010585313,0.00039752928],"about_ca_topic_score_codex":0.002329614,"about_ca_topic_score_gemma":0.000025234745,"teacher_disagreement_score":0.880448,"about_ca_system_score_codex":0.00004535915,"about_ca_system_score_gemma":0.00005346018,"threshold_uncertainty_score":0.99998313},"labels":[],"label_agreement":null}]}