{"meta":{"query_hash":"eed1bf32cfbd","filters":{"venue":"˜The œMaterials Research Society series"},"cohort_total":33,"direct_labels_cover":0,"predictions_cover":33,"exported":33,"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/eed1bf32cfbd","api":"https://metacan.xera.ac/api/v1/cohort?venue=%C2%98The+%C2%9CMaterials+Research+Society+series"},"results":[{"id":"W3202428649","doi":"10.1007/978-3-030-69318-3_17","title":"Implementing Two-Qubit Gates","year":2021,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Controlled NOT gate; Qubit; Quantum gate; Set (abstract data type); Topology (electrical circuits); Computer science; Physics; Quantum mechanics; Mathematics; Quantum; Combinatorics; Programming language","score_opus":0.039797584335207886,"score_gpt":0.31926936226425656,"score_spread":0.27947177792904865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202428649","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0414518,0.0028384777,0.3502962,0.0016817263,0.0018090515,0.00018415792,0.00027976962,0.0014846717,0.59997416],"genre_scores_gemma":[0.49597678,0.004367143,0.17038438,0.001003923,0.00038823418,0.00033460217,0.00046594473,0.000592463,0.3264866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999741,0.000048507885,0.000010738594,0.000034023615,0.00012271435,0.000043005453],"domain_scores_gemma":[0.99981767,0.000079692334,0.000008079887,0.000061207094,0.000021470654,0.000011948567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000297411,0.00075054995,0.00044285844,0.00042967105,0.00066370494,0.002022417,0.00096983556,0.000995285,0.017238608],"category_scores_gemma":[0.00060216355,0.0004229784,0.0003739963,0.00076154346,0.0012760037,0.00236858,0.0012515539,0.001395503,0.0030010287],"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":[0.000040140676,0.000049691884,0.00005956455,0.00012802347,0.00001257111,0.000045527355,0.00012242583,0.0029259736,0.017854773,0.9254938,0.0056944727,0.0475731],"study_design_scores_gemma":[0.000048995775,0.000117893316,0.00034947263,0.00014382419,0.00003223774,0.00032137393,0.00010259075,0.06517621,0.07177142,0.6391608,0.22271153,0.00006360813],"about_ca_topic_score_codex":0.0002678807,"about_ca_topic_score_gemma":0.00055801007,"teacher_disagreement_score":0.017238608,"about_ca_system_score_codex":0.0005539675,"about_ca_system_score_gemma":0.00036586635,"threshold_uncertainty_score":0.057668924},"labels":[],"label_agreement":null},{"id":"W3202669273","doi":"10.1007/978-3-030-69318-3_15","title":"Electron Spin Resonance","year":2021,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Electron Spin Resonance Studies","field":"Biochemistry, Genetics and Molecular Biology","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":"McMaster University","funders":"","keywords":"Zeeman effect; Larmor precession; Physics; Zeeman energy; Precession; Magnetic field; Spin (aerodynamics); Condensed matter physics; Resonance (particle physics); Excitation; Electron; Atomic physics; Qubit; Quantum; Quantum mechanics","score_opus":0.03029465464780608,"score_gpt":0.33182784972265933,"score_spread":0.30153319507485327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202669273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033962065,0.030118313,0.051894646,0.0017741041,0.004242676,0.00014353759,0.00062339124,0.0015922005,0.9062151],"genre_scores_gemma":[0.01842095,0.010396988,0.014104071,0.0009431142,0.00029040474,0.00014592138,0.000610729,0.00029060146,0.95479727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964297,0.000032271742,0.0000070703636,0.000080171565,0.00020990061,0.000027648164],"domain_scores_gemma":[0.99991274,0.000019431682,0.0000038735634,0.000024608966,0.000028536802,0.000010932814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036980957,0.0010398226,0.0006917907,0.0013457065,0.001385063,0.0014121964,0.0011922392,0.0011496575,0.06336487],"category_scores_gemma":[0.00039696647,0.0005368832,0.00027610577,0.0009994151,0.0008186646,0.0015452243,0.0013279143,0.0021047876,0.03737171],"study_design_candidate":"not_applicable","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":[0.00008753567,0.000101537444,0.000106722015,0.0005508798,0.00002180935,0.00021886088,0.0002478332,0.00036814075,0.058172565,0.17504522,0.35959268,0.4054863],"study_design_scores_gemma":[0.000006942801,0.00002831114,0.00012475294,0.00007287789,0.000007000178,0.00037609806,0.000033314802,0.0004971264,0.03412336,0.013213968,0.9515047,0.000011473762],"about_ca_topic_score_codex":0.00054329017,"about_ca_topic_score_gemma":0.001341779,"teacher_disagreement_score":0.06336487,"about_ca_system_score_codex":0.0009868484,"about_ca_system_score_gemma":0.00039845897,"threshold_uncertainty_score":0.21197659},"labels":[],"label_agreement":null},{"id":"W3203312918","doi":"10.1007/978-3-030-69318-3_19","title":"Nuclear Magnetic Resonance","year":2021,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nuclear magnetic resonance; Molecule; Physics; Qubit; Spin (aerodynamics); Spin echo; Resonance (particle physics); Atomic physics; Magnetic resonance imaging; Quantum; Quantum mechanics","score_opus":0.028574771554622295,"score_gpt":0.2724691357042072,"score_spread":0.24389436414958493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203312918","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016862673,0.06963579,0.032717034,0.0051734988,0.006331465,0.00012133276,0.0015951577,0.002287068,0.8804524],"genre_scores_gemma":[0.017377237,0.057587076,0.031944077,0.0051511866,0.0020831362,0.00020288529,0.0023433461,0.0006325017,0.8826786],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940336,0.00007182234,0.000015045049,0.00012450258,0.00033857772,0.000046774923],"domain_scores_gemma":[0.99964535,0.00005700034,0.000018398803,0.00006775099,0.00016266621,0.000048892285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050923054,0.0007670325,0.00072724186,0.0014514799,0.0011727208,0.0020425403,0.0015564183,0.0020666677,0.12255647],"category_scores_gemma":[0.0010319174,0.00044855115,0.0003252457,0.0014764752,0.0008729351,0.001600341,0.0015205989,0.0022470164,0.11642154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007771965,0.0000793513,0.00015139516,0.00081261544,0.000027068663,0.00022473694,0.00019036213,0.0003022008,0.024544302,0.08940668,0.561922,0.32226157],"study_design_scores_gemma":[0.0000042988336,0.000013631616,0.00005632942,0.00008344606,0.00000325773,0.000244549,0.000013904188,0.00006436857,0.0024960013,0.005297888,0.9917143,0.000008032213],"about_ca_topic_score_codex":0.00064343784,"about_ca_topic_score_gemma":0.0014360587,"teacher_disagreement_score":0.12255647,"about_ca_system_score_codex":0.00087880157,"about_ca_system_score_gemma":0.0007059244,"threshold_uncertainty_score":0.40999228},"labels":[],"label_agreement":null},{"id":"W3204222613","doi":"10.1007/978-3-030-69318-3_21","title":"Trapped Ion Quantum Computing","year":2021,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Qubit; Trapped ion quantum computer; Ion; Quantum computer; Physics; Atomic physics; Quantum; Free space; Quantum mechanics; Quantum error correction; Optics","score_opus":0.05932565370529449,"score_gpt":0.3128378329420513,"score_spread":0.25351217923675684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204222613","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045520547,0.08158678,0.07795988,0.0034716728,0.0044362294,0.00009940455,0.00030886725,0.0010002871,0.82658476],"genre_scores_gemma":[0.07065505,0.08076974,0.06788947,0.0032001948,0.0016726735,0.00013992001,0.00045784903,0.0005884794,0.7746265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998424,0.000015909944,0.000003899948,0.000027432305,0.00009121473,0.000019076171],"domain_scores_gemma":[0.9999106,0.000032706022,0.00000371796,0.000017208782,0.000025086913,0.000010792133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018672433,0.0005623279,0.00030819466,0.0006153921,0.00075261516,0.0016672456,0.0007550961,0.00067301316,0.019736001],"category_scores_gemma":[0.00039869227,0.00023500179,0.00027824735,0.0009189528,0.0010874227,0.002917794,0.0010390858,0.0016429127,0.0070182593],"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":[0.0000195286,0.000033167573,0.000041312916,0.0003028616,0.00001073063,0.00005771743,0.00021084734,0.0013658237,0.004440403,0.7588696,0.10393617,0.13071187],"study_design_scores_gemma":[0.000005986512,0.000026289383,0.000056364013,0.00015516735,0.00000497715,0.0002481557,0.000038552338,0.002438197,0.0036790846,0.16467308,0.8286595,0.000014646192],"about_ca_topic_score_codex":0.00050466007,"about_ca_topic_score_gemma":0.0010336466,"teacher_disagreement_score":0.019736001,"about_ca_system_score_codex":0.00094343314,"about_ca_system_score_gemma":0.00069596,"threshold_uncertainty_score":0.06602347},"labels":[],"label_agreement":null},{"id":"W4229857913","doi":"10.1007/978-3-030-69318-3_11","title":"Deutsch Algorithm","year":2021,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Quantum computer; Computer science; Algorithm; Quantum; Mathematical physics; Physics; Quantum mechanics","score_opus":0.03675382813945829,"score_gpt":0.29674415103303486,"score_spread":0.2599903228935766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229857913","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008153426,0.0021387571,0.45754164,0.0032896765,0.0015879121,0.00027656453,0.0020535495,0.0019406067,0.5230178],"genre_scores_gemma":[0.21662238,0.0042681224,0.22501478,0.003080053,0.0009086595,0.0005712683,0.0040736888,0.002475813,0.5429853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990538,0.00020728291,0.000046727717,0.00018508827,0.00036252043,0.00014464732],"domain_scores_gemma":[0.9993393,0.00021064427,0.000022216822,0.00025190582,0.00013478828,0.00004125782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086982973,0.0008717643,0.0009890359,0.0014030922,0.0013621483,0.0031862888,0.0012219237,0.0015142132,0.06685019],"category_scores_gemma":[0.0033671933,0.00040974165,0.0007633334,0.0012481392,0.0011905693,0.0032319392,0.0024903314,0.0020716004,0.029457232],"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":[0.00003412557,0.000020357165,0.000048640486,0.000044292352,0.000010986906,0.000015787533,0.000025197365,0.0026484658,0.00035303095,0.9226269,0.025105214,0.049066987],"study_design_scores_gemma":[0.000021198992,0.000016678807,0.000057926994,0.000050841612,0.000012209181,0.00007090545,0.000023820532,0.022360947,0.0014537632,0.8981978,0.077716395,0.000017521295],"about_ca_topic_score_codex":0.0008357781,"about_ca_topic_score_gemma":0.0010200357,"teacher_disagreement_score":0.06685019,"about_ca_system_score_codex":0.0010887485,"about_ca_system_score_gemma":0.001417784,"threshold_uncertainty_score":0.22363615},"labels":[],"label_agreement":null},{"id":"W4237668728","doi":"10.1007/978-3-030-69318-3_22","title":"Superconducting Qubits","year":2021,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Transmon; Superconducting quantum computing; Qubit; Flux qubit; Charge qubit; Physics; Phase qubit; Quantum computer; Superconductivity; Trapped ion quantum computer; Quantum mechanics; Quantum; Quantum error correction","score_opus":0.08242787367915139,"score_gpt":0.3175091799954171,"score_spread":0.23508130631626573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237668728","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0081256665,0.08570376,0.021343783,0.004203313,0.0048400653,0.000069712616,0.00039600604,0.00036566114,0.874952],"genre_scores_gemma":[0.113900624,0.09494206,0.024167076,0.0029445419,0.0023774304,0.00013419449,0.0007387742,0.00036534888,0.76043004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997985,0.000036464724,0.000009086357,0.00003799572,0.00009681316,0.000021196422],"domain_scores_gemma":[0.9998078,0.0000798162,0.000009610971,0.000021221093,0.00006342872,0.000018208473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022260052,0.00051400135,0.0005156521,0.0008655788,0.001187107,0.0018337475,0.00044008324,0.00069757627,0.033296965],"category_scores_gemma":[0.0006200437,0.00024012971,0.000268585,0.0011023533,0.0013544003,0.00218399,0.0009785496,0.0012625831,0.008266799],"study_design_candidate":"not_applicable","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":[0.000009633591,0.000013897079,0.000049719823,0.0003176582,0.0000052680207,0.000052366668,0.0002866641,0.00036270474,0.0023625128,0.90307885,0.044137802,0.04932303],"study_design_scores_gemma":[0.000003959368,0.000021041375,0.00006033726,0.00017877272,0.0000053839235,0.00019032418,0.00008150772,0.00063036114,0.0016188836,0.16143148,0.8357706,0.000007340209],"about_ca_topic_score_codex":0.00059250183,"about_ca_topic_score_gemma":0.0013813529,"teacher_disagreement_score":0.033296965,"about_ca_system_score_codex":0.00081929436,"about_ca_system_score_gemma":0.0007383705,"threshold_uncertainty_score":0.11138946},"labels":[],"label_agreement":null},{"id":"W4387938926","doi":"10.1007/978-981-99-5235-9_7","title":"Property Measurements of Molten Oxides at High Temperature Using Containerless Methods","year":2023,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Solidification and crystal growth phenomena","field":"Materials Science","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":"Institut National d'Optique","funders":"","keywords":"Levitation; Surface tension; Materials science; Melting temperature; Viscosity; Thermodynamics; Metallurgy; Mechanical engineering; Composite material; Physics","score_opus":0.23798278178712126,"score_gpt":0.3959144806275085,"score_spread":0.15793169884038724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387938926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.943508,0.0030019267,0.0399103,0.00009971019,0.00019193228,0.00011852154,0.0020176896,0.000708554,0.010443357],"genre_scores_gemma":[0.9458508,0.0025096296,0.034133207,0.000094812465,0.000052210926,0.00015730588,0.0019248181,0.0004453066,0.014831859],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996717,0.00001855145,0.000018523022,0.00007819283,0.00018144488,0.00003163566],"domain_scores_gemma":[0.99971896,0.000093166265,0.000054684962,0.00004771582,0.00007039772,0.000015002196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025725356,0.0005524924,0.00039781106,0.00043464336,0.00027028736,0.000638893,0.0009697819,0.00037094826,0.002154725],"category_scores_gemma":[0.00042064942,0.00036258643,0.00028327855,0.0006019788,0.00035520623,0.0008377515,0.0004303105,0.00066349684,0.0006836649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059871963,0.0000060906946,0.00016966756,0.000043903634,0.0000044832723,0.00002725441,0.00003361608,0.00003038901,0.99699545,0.000059521495,0.00007128976,0.0024984628],"study_design_scores_gemma":[0.00000419837,0.000080778715,0.0017349557,0.0000050337794,0.000008011206,0.00006708948,0.00004367749,0.00047033,0.99614465,0.00003107328,0.0014038193,0.000006427137],"about_ca_topic_score_codex":0.00050912425,"about_ca_topic_score_gemma":0.0016358303,"teacher_disagreement_score":0.002154725,"about_ca_system_score_codex":0.0002454687,"about_ca_system_score_gemma":0.00019120419,"threshold_uncertainty_score":0.0072082877},"labels":[],"label_agreement":null},{"id":"W4415500119","doi":"10.1007/978-3-031-90731-9_13","title":"Shor Algorithm","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Quantum algorithm; Quantum phase estimation algorithm; Quantum; Quantum computer; Basis (linear algebra); Prime (order theory); Algorithm design; Set (abstract data type)","score_opus":0.029960044838763543,"score_gpt":0.29978933308145944,"score_spread":0.2698292882426959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500119","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055452315,0.0060798577,0.49820426,0.006253191,0.0050663208,0.0013851158,0.0036373,0.0045407643,0.469288],"genre_scores_gemma":[0.1363787,0.008755509,0.6112407,0.0045473734,0.0013294924,0.002207977,0.008999156,0.0022101363,0.22433095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99664587,0.00069996,0.00020018534,0.0005237858,0.0014990566,0.00043117735],"domain_scores_gemma":[0.99853265,0.0003927814,0.000053095064,0.00048679276,0.00046583574,0.000068870584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017750037,0.0013965447,0.0015174608,0.0015104085,0.0024076996,0.0042429245,0.002191497,0.0019391029,0.053362343],"category_scores_gemma":[0.00606485,0.0007905987,0.001247021,0.0023003467,0.001846053,0.004923062,0.004177663,0.0038731534,0.0315781],"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":[0.00015035183,0.00006716747,0.0001871803,0.00029559436,0.000042075484,0.00011234412,0.00015391395,0.0068916385,0.0014543174,0.76576406,0.1075665,0.11731478],"study_design_scores_gemma":[0.00009035737,0.00006602773,0.00009451101,0.00020059492,0.000026984282,0.00020837793,0.000089566005,0.026212659,0.0037600503,0.5600272,0.4091729,0.000050779898],"about_ca_topic_score_codex":0.001553923,"about_ca_topic_score_gemma":0.0021620668,"teacher_disagreement_score":0.053362343,"about_ca_system_score_codex":0.0014714699,"about_ca_system_score_gemma":0.0032446722,"threshold_uncertainty_score":0.17851484},"labels":[],"label_agreement":null},{"id":"W4415500120","doi":"10.1007/978-3-031-90731-9_9","title":"Tensor Products","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Tensor (intrinsic definition); Representation (politics); Tensor product; Algebra over a field; Quantum","score_opus":0.03529192624696592,"score_gpt":0.29422785464139667,"score_spread":0.25893592839443075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500120","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004869131,0.0036545726,0.05765736,0.0012142236,0.002294558,0.000031946478,0.0005626034,0.0004964337,0.9292192],"genre_scores_gemma":[0.07769062,0.0050085476,0.029362343,0.00063262484,0.0016549318,0.000084057436,0.0009479654,0.001079412,0.88353956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996191,0.00005894867,0.000017523716,0.00007595235,0.00019050708,0.000037854694],"domain_scores_gemma":[0.99974674,0.000033491975,0.00002102553,0.000065397486,0.000099646546,0.000033704346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035459283,0.0010321971,0.0005972995,0.0019202499,0.0013013844,0.0031309193,0.0007100256,0.00060506334,0.062379014],"category_scores_gemma":[0.00079292053,0.00036725274,0.00039471278,0.0015376433,0.0016688267,0.0040050936,0.0015072749,0.0017984606,0.021895053],"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":[0.0000040927725,0.00000476241,0.000015834694,0.000030734285,0.000002385377,0.000012715382,0.00007167681,0.00009094473,0.00032269472,0.9555037,0.024511756,0.019428564],"study_design_scores_gemma":[0.0000023940056,0.00000986769,0.000071161834,0.000028364537,0.0000042317947,0.00015414732,0.00005816762,0.0007459891,0.0006736796,0.6620791,0.33616367,0.000009231443],"about_ca_topic_score_codex":0.0008348349,"about_ca_topic_score_gemma":0.0011439921,"teacher_disagreement_score":0.062379014,"about_ca_system_score_codex":0.00093308836,"about_ca_system_score_gemma":0.00062171207,"threshold_uncertainty_score":0.2086786},"labels":[],"label_agreement":null},{"id":"W4415500121","doi":"10.1007/978-3-031-90731-9_4","title":"Qubits","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Benford’s Law and Fraud Detection","field":"Mathematics","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":"McMaster University","funders":"","keywords":"Quantum computer; Qubit; Superposition principle; Quantum; Quantum information; Quantum error correction; Quantum algorithm; Quantum superposition","score_opus":0.11895592666159661,"score_gpt":0.37051873737315294,"score_spread":0.25156281071155634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500121","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005271026,0.003763894,0.029539255,0.005114104,0.0034788095,0.000060506598,0.000432646,0.00038183806,0.951958],"genre_scores_gemma":[0.117751665,0.004797482,0.017805848,0.002234636,0.0011106182,0.00021595154,0.0006148456,0.0005037463,0.85496527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99944323,0.00012115668,0.000020729696,0.00009178317,0.00024908598,0.000073988376],"domain_scores_gemma":[0.9996617,0.000073136514,0.00002372747,0.00009510305,0.00010108531,0.00004536146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004659085,0.000565986,0.0005867265,0.0010751156,0.0020330476,0.0034380255,0.00079356384,0.0012270176,0.07617225],"category_scores_gemma":[0.0015468274,0.00040257175,0.00028487272,0.00089982443,0.0025314942,0.0039711115,0.0022163729,0.001987792,0.016939566],"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":[0.000005616688,0.00000509376,0.000014100341,0.000027221065,0.0000015995763,0.000007452408,0.000053679803,0.000083245155,0.00035444877,0.9679937,0.020644935,0.010808918],"study_design_scores_gemma":[0.0000065264894,0.000015270589,0.000070841976,0.000052288826,0.0000039470488,0.00007686796,0.00007214998,0.00067293295,0.0012946757,0.49384815,0.5038736,0.000012858389],"about_ca_topic_score_codex":0.00073757156,"about_ca_topic_score_gemma":0.0009967795,"teacher_disagreement_score":0.07617225,"about_ca_system_score_codex":0.0013464694,"about_ca_system_score_gemma":0.00084297196,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4415500123","doi":"10.1007/978-3-031-90731-9_15","title":"Electron Spin Resonance","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Electron Spin Resonance Studies","field":"Biochemistry, Genetics and Molecular Biology","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":"McMaster University","funders":"","keywords":"Zeeman effect; Larmor precession; Zeeman energy; Magnetic field; Excitation; Spin (aerodynamics); Resonance (particle physics); Thermal; Quantum beats","score_opus":0.02371259669754918,"score_gpt":0.33351055940141683,"score_spread":0.30979796270386767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500123","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035018548,0.027971074,0.052092742,0.0017146617,0.0040993695,0.00013777477,0.0005988585,0.0015540848,0.90832955],"genre_scores_gemma":[0.019772092,0.009559547,0.014206945,0.0009507359,0.00027786853,0.00013822372,0.00060547044,0.0002789614,0.9542101],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996457,0.000031906864,0.0000071097356,0.00007952725,0.0002079716,0.000027750737],"domain_scores_gemma":[0.99991477,0.000018567785,0.0000038136077,0.000023987972,0.000027971593,0.00001084819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037016068,0.0010347817,0.00065124466,0.0013119483,0.0013406307,0.0014050383,0.0011746768,0.0011237663,0.06410187],"category_scores_gemma":[0.0003892883,0.0005239617,0.00027313462,0.0009546503,0.0008087661,0.00150759,0.0013126819,0.0020591924,0.03608996],"study_design_candidate":"not_applicable","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":[0.000091373826,0.00010271328,0.00010856437,0.0005427758,0.000022764165,0.00021844711,0.00024937512,0.00036750486,0.062833734,0.18134554,0.35207936,0.40203783],"study_design_scores_gemma":[0.000007347907,0.000030266747,0.00012840712,0.00007413399,0.000007315479,0.00036923474,0.00003437783,0.0005202735,0.036026657,0.013221184,0.9495693,0.000011620452],"about_ca_topic_score_codex":0.0005456772,"about_ca_topic_score_gemma":0.0013571273,"teacher_disagreement_score":0.06410187,"about_ca_system_score_codex":0.0009729012,"about_ca_system_score_gemma":0.0003952904,"threshold_uncertainty_score":0.21444213},"labels":[],"label_agreement":null},{"id":"W4415500124","doi":"10.1007/978-3-031-90731-9_8","title":"Teleportation","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Information and Cryptography","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Quantum teleportation; Superdense coding; Teleportation; Quantum entanglement; Quantum channel; Quantum network","score_opus":0.041087865240692155,"score_gpt":0.3141529441623841,"score_spread":0.27306507892169196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033389034,0.0022104874,0.036659066,0.0010598992,0.0014024153,0.000057606405,0.00036455865,0.000687196,0.95421976],"genre_scores_gemma":[0.06866151,0.0032852022,0.011670458,0.0006433764,0.00037530638,0.00013304985,0.0004652203,0.0004207664,0.9143452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997265,0.00002877504,0.0000074128125,0.00006424968,0.00013151283,0.000041529504],"domain_scores_gemma":[0.99979883,0.000044428547,0.000014006564,0.00009401307,0.00003536792,0.000013312061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024250252,0.00070156774,0.0004108078,0.0008124274,0.0012139098,0.0017042048,0.0009452867,0.0010818507,0.10586074],"category_scores_gemma":[0.0005794446,0.00034228349,0.00037545647,0.0008245191,0.0013902043,0.0030090485,0.0019374313,0.0017639484,0.027041402],"study_design_candidate":"not_applicable","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":[0.000053925567,0.000034715966,0.00004714699,0.00016001528,0.000007926806,0.0000879581,0.00017829098,0.0006138688,0.011721172,0.77010036,0.078645006,0.13834965],"study_design_scores_gemma":[0.00000906588,0.000040956384,0.00014025481,0.00008148257,0.0000075500443,0.0003616324,0.00007077479,0.0014865856,0.02118025,0.090018995,0.8865795,0.000022900229],"about_ca_topic_score_codex":0.0004655511,"about_ca_topic_score_gemma":0.0005516806,"teacher_disagreement_score":0.10586074,"about_ca_system_score_codex":0.000954618,"about_ca_system_score_gemma":0.0005728547,"threshold_uncertainty_score":0.35413945},"labels":[],"label_agreement":null},{"id":"W4415500125","doi":"10.1007/978-3-031-90731-9_18","title":"DiVincenzo Criteria","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Set (abstract data type); Selection (genetic algorithm); Fuzzy logic; Context (archaeology); Term (time)","score_opus":0.035455932495499075,"score_gpt":0.31803049737854044,"score_spread":0.2825745648830414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500125","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024152303,0.0010337312,0.01803468,0.0020734847,0.00074134127,0.00005300626,0.00018332167,0.00006568724,0.97539955],"genre_scores_gemma":[0.15357843,0.0029429018,0.030586459,0.003967569,0.0013234473,0.000494447,0.0006332625,0.0006228451,0.80585057],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988734,0.0002028267,0.000055687575,0.0002756258,0.0004221911,0.00017013442],"domain_scores_gemma":[0.9990489,0.0002802329,0.00004142788,0.00021327494,0.00033012638,0.00008597173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093352277,0.0008834473,0.0011798487,0.0030572324,0.0037143168,0.0029973397,0.0014094132,0.0019691987,0.05570684],"category_scores_gemma":[0.0047900793,0.00039132748,0.00085164595,0.0018036272,0.0032544953,0.005520124,0.0032998149,0.004152549,0.015554289],"study_design_candidate":"not_applicable","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":[0.000008276523,0.000005534097,0.000024420004,0.000020954754,0.0000017134876,0.000011645316,0.000036606678,0.00005047166,0.000073727184,0.9811988,0.011281051,0.0072867554],"study_design_scores_gemma":[0.000007779821,0.0000058881856,0.00006866247,0.00002335526,0.0000038221433,0.00010357041,0.00004444345,0.00034393845,0.00020200665,0.88003093,0.11916018,0.000005410898],"about_ca_topic_score_codex":0.0012603429,"about_ca_topic_score_gemma":0.0015739339,"teacher_disagreement_score":0.05570684,"about_ca_system_score_codex":0.00160921,"about_ca_system_score_gemma":0.0010764458,"threshold_uncertainty_score":0.18635798},"labels":[],"label_agreement":null},{"id":"W4415500126","doi":"10.1007/978-3-031-90731-9_1","title":"Superposition","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Superposition principle; Quantum superposition; Quantum; Power (physics); Quantization (signal processing); Open quantum system","score_opus":0.027929324353949046,"score_gpt":0.2936171511435109,"score_spread":0.2656878267895618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500126","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003808011,0.00058508036,0.0653088,0.0013337082,0.0014600661,0.00006922319,0.00054071035,0.00041409134,0.92648023],"genre_scores_gemma":[0.15367174,0.0019714693,0.03488418,0.0018360963,0.0012936131,0.00025785703,0.0015755345,0.0011744674,0.803335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929523,0.00010901379,0.000021750755,0.00016373479,0.0003147216,0.0000954331],"domain_scores_gemma":[0.99953413,0.00009374094,0.000018278171,0.00021400336,0.0000994485,0.00004047543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049587735,0.0008038641,0.00083523715,0.001276229,0.0022581695,0.0024984337,0.0011669608,0.0012935367,0.13663948],"category_scores_gemma":[0.0016989788,0.00048206837,0.00083512015,0.0011663418,0.0024252222,0.0044113463,0.0029722292,0.0032178743,0.029331706],"study_design_candidate":"not_applicable","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":[0.0000071849436,0.0000051652446,0.000015069376,0.00002020126,0.0000033091032,0.0000136013805,0.00004359163,0.00017057065,0.00038885733,0.9786685,0.011714221,0.008949669],"study_design_scores_gemma":[0.0000072596213,0.000012567424,0.00012728202,0.000028013501,0.0000069196985,0.0001510255,0.000049683185,0.0025630908,0.0012483522,0.8764919,0.11929829,0.000015693066],"about_ca_topic_score_codex":0.00085019215,"about_ca_topic_score_gemma":0.00075307395,"teacher_disagreement_score":0.13663948,"about_ca_system_score_codex":0.0009419934,"about_ca_system_score_gemma":0.000935213,"threshold_uncertainty_score":0.45710456},"labels":[],"label_agreement":null},{"id":"W4415500127","doi":"10.1007/978-3-031-90731-9_5","title":"Entanglement","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Mechanics and Applications","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":"McMaster University","funders":"","keywords":"Quantum entanglement; Qubit; Product (mathematics); W state; Quantum; Quantum teleportation; Multipartite entanglement; Quantum computer; State (computer science)","score_opus":0.043566096492073755,"score_gpt":0.3313965182318796,"score_spread":0.28783042173980583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500127","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039746515,0.00865012,0.043032814,0.0023908236,0.0014766919,0.000054474258,0.0005434081,0.00027639102,0.9396005],"genre_scores_gemma":[0.1655278,0.020168371,0.029647943,0.0022738613,0.0015735369,0.00023398174,0.0012786549,0.0004963052,0.7787995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965334,0.000049836315,0.000014494664,0.00008410044,0.00015252981,0.000045617337],"domain_scores_gemma":[0.99973196,0.0000913172,0.000016382392,0.00008345237,0.00005592381,0.000020999167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033895537,0.0005815241,0.00040251308,0.0010998506,0.0014834173,0.0030342687,0.0005439135,0.00083053875,0.04871145],"category_scores_gemma":[0.0010474619,0.000333193,0.00035921368,0.0009591586,0.0022896314,0.0042299503,0.002367947,0.0018308652,0.010168093],"study_design_candidate":"not_applicable","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":[0.000005147743,0.0000070370634,0.000026497111,0.00006442142,0.000003858343,0.000030467203,0.0001209105,0.00020901766,0.0006542041,0.95735526,0.016865278,0.024657905],"study_design_scores_gemma":[0.0000034524596,0.000009967754,0.00010881471,0.00010784462,0.0000045574034,0.00023946419,0.000054366872,0.0006013814,0.0011425875,0.4819692,0.51574755,0.000010827368],"about_ca_topic_score_codex":0.0005325117,"about_ca_topic_score_gemma":0.00065412064,"teacher_disagreement_score":0.04871145,"about_ca_system_score_codex":0.0007938225,"about_ca_system_score_gemma":0.00062172546,"threshold_uncertainty_score":0.16295606},"labels":[],"label_agreement":null},{"id":"W4415500128","doi":"10.1007/978-3-031-90731-9_3","title":"Spin","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Mechanics and Applications","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":"McMaster University","funders":"","keywords":"Spin (aerodynamics); Excited state; Electron; Spin engineering; Energy (signal processing); Spin polarization","score_opus":0.04359233794902306,"score_gpt":0.33812633999486047,"score_spread":0.2945340020458374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500128","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010414176,0.0006068331,0.0033690084,0.0007859365,0.0010662656,0.00002020186,0.00035838544,0.00030341817,0.99244833],"genre_scores_gemma":[0.028666068,0.0013472172,0.002391001,0.00089403,0.00040383113,0.000048178757,0.0006664866,0.00032160996,0.9652617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99981517,0.000016885722,0.0000060669927,0.00005206086,0.00008072207,0.000029119064],"domain_scores_gemma":[0.999841,0.000016516557,0.000009483908,0.000056881316,0.00005355673,0.000022589928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018215667,0.00052825274,0.00035758544,0.0010162136,0.0016904154,0.0028449423,0.0005746818,0.00058554555,0.21806876],"category_scores_gemma":[0.00055602763,0.00022842412,0.00027697874,0.0006621289,0.0009623395,0.0023382753,0.0013705825,0.0013833677,0.068010524],"study_design_candidate":"not_applicable","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":[0.000042606425,0.00002241923,0.000100742844,0.00011971876,0.000008698506,0.000043930522,0.00017054082,0.00010446945,0.0017661802,0.7051125,0.20241287,0.090095185],"study_design_scores_gemma":[0.000005876157,0.000009678569,0.00010573094,0.000042388496,0.0000057283337,0.00009054391,0.00007190818,0.00016456368,0.0011171158,0.07800678,0.9203726,0.000007014613],"about_ca_topic_score_codex":0.001422573,"about_ca_topic_score_gemma":0.0025355443,"teacher_disagreement_score":0.21806876,"about_ca_system_score_codex":0.0006451796,"about_ca_system_score_gemma":0.0006263625,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4415500129","doi":"10.1007/978-3-031-90731-9_25","title":"Quantum Error Correction","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Information and Cryptography","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Qubit; Quantum error correction; Quantum; Quantum computer; Error detection and correction; Quantum information; Quantum network; Quantum capacity","score_opus":0.048574895972267905,"score_gpt":0.31847590697496403,"score_spread":0.26990101100269615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500129","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034801187,0.0149725955,0.13521387,0.0032962286,0.006606228,0.000115774295,0.0003887308,0.0015436683,0.8343828],"genre_scores_gemma":[0.039143298,0.0068048197,0.023065519,0.0010074496,0.000978328,0.00006592313,0.00030973417,0.0005816123,0.92804337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995454,0.000053497613,0.00001174893,0.00006601375,0.0002922396,0.000030994837],"domain_scores_gemma":[0.9995608,0.00012667701,0.000023985265,0.00013933514,0.0001311295,0.000018215229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037842375,0.0008286179,0.0006260683,0.0011567093,0.0010977843,0.0015380937,0.00092005456,0.0010759142,0.053958543],"category_scores_gemma":[0.0014659648,0.00039716408,0.00033868887,0.0013929582,0.0013898985,0.0019638985,0.001395513,0.0018698535,0.017282471],"study_design_candidate":"not_applicable","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":[0.00003092464,0.000025434569,0.000068316804,0.00023258167,0.000015660355,0.00005873751,0.00012746426,0.0020245598,0.0033187424,0.6262519,0.12815656,0.2396891],"study_design_scores_gemma":[0.00000778554,0.00003271929,0.0001858813,0.0001650715,0.000013884058,0.00031133948,0.000036259462,0.007117581,0.008318916,0.22434807,0.7594315,0.00003101199],"about_ca_topic_score_codex":0.00062109,"about_ca_topic_score_gemma":0.0010274838,"teacher_disagreement_score":0.053958543,"about_ca_system_score_codex":0.0010452708,"about_ca_system_score_gemma":0.00073305715,"threshold_uncertainty_score":0.18050927},"labels":[],"label_agreement":null},{"id":"W4415500130","doi":"10.1007/978-3-031-90731-9_26","title":"Topological Quantum Computing","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Topological Materials and Phenomena","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":"McMaster University","funders":"","keywords":"Quantum computer; Quantum information; Topology (electrical circuits); Quantum; Quantum network; Quantum algorithm; Quantum information processing; Topological entropy in physics","score_opus":0.05913807969032812,"score_gpt":0.33516085958852515,"score_spread":0.276022779898197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500130","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044601765,0.015707519,0.026419228,0.0027856743,0.0020322532,0.000031164913,0.00017954345,0.00036374183,0.9480209],"genre_scores_gemma":[0.18370152,0.032070823,0.026281228,0.0022612761,0.0018077291,0.00010561706,0.00042602152,0.0004210269,0.75292474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999863,0.000023016964,0.0000036159538,0.000022856451,0.000070372014,0.000017166936],"domain_scores_gemma":[0.9998863,0.00003998814,0.000004350449,0.000025398042,0.000031416486,0.0000125772585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019497871,0.0003804731,0.00018296838,0.0008572898,0.0010006712,0.0019141464,0.00038023342,0.00040129776,0.020141654],"category_scores_gemma":[0.0005457285,0.00015022366,0.0002342745,0.0007971837,0.002094559,0.0027289703,0.0007788909,0.00091078255,0.0042865165],"study_design_candidate":"not_applicable","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":[0.0000042818497,0.0000046611317,0.000011829424,0.000049518716,0.0000015655373,0.000013215189,0.000091663904,0.0002561268,0.00048175294,0.94909036,0.019835118,0.030159868],"study_design_scores_gemma":[0.000003014818,0.000013731335,0.00006062965,0.00007394347,0.0000035677715,0.000114295224,0.00006775734,0.0011841091,0.001023586,0.41071817,0.58672893,0.000008178144],"about_ca_topic_score_codex":0.00091947307,"about_ca_topic_score_gemma":0.0017365026,"teacher_disagreement_score":0.020141654,"about_ca_system_score_codex":0.0015917456,"about_ca_system_score_gemma":0.0008655809,"threshold_uncertainty_score":0.06738055},"labels":[],"label_agreement":null},{"id":"W4415500131","doi":"10.1007/978-3-031-90731-9_10","title":"Quantum Parallelism and Computational Complexity","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Computational complexity theory; Quantum computer; Quantum complexity theory; Quantum algorithm; Quantum; Parallelism (grammar); Superposition principle; Quantum sort; Quantum error correction","score_opus":0.055500534426151146,"score_gpt":0.315315444999755,"score_spread":0.25981491057360384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500131","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011696712,0.0683383,0.088950634,0.016220968,0.0018139196,0.000065523214,0.00019069243,0.0002575142,0.81246585],"genre_scores_gemma":[0.55199575,0.09644593,0.103239685,0.005933757,0.006459564,0.0004140773,0.0004034877,0.0004411253,0.23466663],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992048,0.00016456889,0.00002675075,0.00012386077,0.00041109356,0.00006894199],"domain_scores_gemma":[0.99893624,0.00073266,0.000037976602,0.00013572657,0.000119847864,0.000037573805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007267836,0.00059502415,0.00050122495,0.0008418659,0.0011809602,0.0027991869,0.0006506798,0.0008753342,0.0075676157],"category_scores_gemma":[0.0022264523,0.00034679426,0.00043324725,0.00090594613,0.005179519,0.0051029352,0.0014098891,0.0027884967,0.0016417314],"study_design_candidate":"not_applicable","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":[0.0000025712397,0.000004131864,0.00002282399,0.000044135464,0.000002944673,0.000008780085,0.00006942689,0.00063204253,0.00013323512,0.98729646,0.004207662,0.0075758146],"study_design_scores_gemma":[0.0000017730382,0.0000042775337,0.00006276907,0.000029326184,0.0000015532913,0.000029708712,0.000020522159,0.0012030003,0.00012888947,0.9513636,0.047150265,0.000004231955],"about_ca_topic_score_codex":0.0008353927,"about_ca_topic_score_gemma":0.00085185166,"teacher_disagreement_score":0.0075676157,"about_ca_system_score_codex":0.0022472965,"about_ca_system_score_gemma":0.0012094883,"threshold_uncertainty_score":0.025316179},"labels":[],"label_agreement":null},{"id":"W4415500132","doi":"10.1007/978-3-031-90731-9_14","title":"Precession","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Information and Cryptography","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Precession; Spin (aerodynamics); Quantum; Quantum computer; Larmor precession","score_opus":0.04213495167504867,"score_gpt":0.3322453474534851,"score_spread":0.29011039577843645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500132","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059101013,0.023678849,0.11128815,0.0036379823,0.0051839068,0.000097284676,0.0005439977,0.0010976837,0.8485622],"genre_scores_gemma":[0.111524895,0.028746888,0.05298919,0.0034327598,0.0016118617,0.00018595696,0.00081208994,0.0012072854,0.7994891],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997725,0.000023307366,0.00000857826,0.00007246032,0.00010053157,0.000022560005],"domain_scores_gemma":[0.9998499,0.000049512437,0.000011245445,0.00003403933,0.000041873765,0.000013444154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002257721,0.0005777775,0.00045065934,0.0005149107,0.00091545586,0.0016819398,0.0007385739,0.00068765227,0.048724387],"category_scores_gemma":[0.0005425823,0.00030952267,0.00037311527,0.00059172726,0.0013875107,0.0024820382,0.00092795555,0.0015437152,0.019356232],"study_design_candidate":"not_applicable","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":[0.000026323818,0.000022560062,0.000085584456,0.00033553492,0.000009993759,0.00010165025,0.00030833407,0.0008143995,0.010930224,0.82456315,0.047508795,0.11529345],"study_design_scores_gemma":[0.000005186395,0.000029930728,0.00013283435,0.00011208166,0.000007754313,0.00050074514,0.000074656426,0.0011690521,0.009046822,0.12190312,0.86699426,0.000023574703],"about_ca_topic_score_codex":0.0005159729,"about_ca_topic_score_gemma":0.00074673776,"teacher_disagreement_score":0.048724387,"about_ca_system_score_codex":0.0007530603,"about_ca_system_score_gemma":0.00048769836,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4415500133","doi":"10.1007/978-3-031-90731-9_6","title":"Quantum Key Distribution","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Information and Cryptography","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Quantum key distribution; Quantum channel; Key (lock); Channel (broadcasting); Exploit; Quantum; Quantum cryptography; Quantum information science","score_opus":0.037666064833527274,"score_gpt":0.302643693048736,"score_spread":0.26497762821520876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500133","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003030532,0.0051324377,0.13473225,0.0024367268,0.0017975884,0.00018374364,0.0005560327,0.0011091813,0.85102147],"genre_scores_gemma":[0.06600047,0.005224053,0.019598935,0.0008272868,0.000618458,0.00015694273,0.00046101073,0.00041894277,0.90669394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963355,0.00004297959,0.0000095849055,0.000071952636,0.00020216733,0.000039797455],"domain_scores_gemma":[0.999754,0.000071741066,0.000014843555,0.000087602835,0.000055200857,0.000016580989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037393926,0.0006971462,0.0005586316,0.00091567915,0.0012123227,0.002041112,0.00091450824,0.0009760239,0.0989594],"category_scores_gemma":[0.0010049404,0.00043625932,0.00028823302,0.0013489897,0.001545091,0.00385283,0.0017654375,0.001808634,0.03135483],"study_design_candidate":"not_applicable","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":[0.000041945324,0.000029661796,0.000036246685,0.00013237413,0.000007840923,0.000032299125,0.00008732915,0.00087072357,0.0035127192,0.7856512,0.07481239,0.13478516],"study_design_scores_gemma":[0.000015993717,0.0000326694,0.00015837449,0.00007883397,0.000009017614,0.0002701597,0.00004845134,0.005299175,0.007058451,0.29810154,0.68890446,0.000022979766],"about_ca_topic_score_codex":0.0003576543,"about_ca_topic_score_gemma":0.00054102705,"teacher_disagreement_score":0.0989594,"about_ca_system_score_codex":0.0014231273,"about_ca_system_score_gemma":0.00075898354,"threshold_uncertainty_score":0.33105218},"labels":[],"label_agreement":null},{"id":"W4415500134","doi":"10.1007/978-3-031-90731-9_24","title":"Optical Quantum Computing","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Information and Cryptography","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Quantum key distribution; Photonics; Quantum information science; Angular momentum; Quantum imaging; Quantum network; Photon; Optical path; Quantum sensor","score_opus":0.04597133722933473,"score_gpt":0.31987417980130944,"score_spread":0.2739028425719747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500134","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011785013,0.013544322,0.0214326,0.0015359623,0.0023975393,0.000052997042,0.00013452009,0.00031616612,0.9594074],"genre_scores_gemma":[0.018424308,0.010494111,0.010727227,0.000728053,0.0006138947,0.00006492656,0.00016447227,0.0001981855,0.9585848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997681,0.000024868159,0.0000044748153,0.000035493304,0.00014525493,0.000021783802],"domain_scores_gemma":[0.9998932,0.000027489665,0.0000047443664,0.00003174341,0.000030546184,0.000012283122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020001974,0.00070991326,0.00042681876,0.0008736749,0.0011644806,0.0021217754,0.00076553517,0.0007281812,0.055733636],"category_scores_gemma":[0.00049172255,0.0003545237,0.00026651827,0.0010134155,0.0012774172,0.002542435,0.0014095381,0.0015522763,0.017919863],"study_design_candidate":"not_applicable","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":[0.000013718562,0.000026049001,0.000033419583,0.00015616365,0.0000072031335,0.000024771412,0.00012274539,0.000537055,0.0026695833,0.6656378,0.16194569,0.16882583],"study_design_scores_gemma":[0.0000026625846,0.000010527343,0.000083035266,0.00009175796,0.0000035691285,0.000086199696,0.000034644203,0.001533575,0.001820312,0.13930453,0.85702163,0.0000075594767],"about_ca_topic_score_codex":0.0007492218,"about_ca_topic_score_gemma":0.0021145833,"teacher_disagreement_score":0.055733636,"about_ca_system_score_codex":0.0013666735,"about_ca_system_score_gemma":0.0007532232,"threshold_uncertainty_score":0.18644756},"labels":[],"label_agreement":null},{"id":"W4415500135","doi":"10.1007/978-3-031-90731-9_19","title":"Nuclear Magnetic Resonance","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Spin echo; Nuclear magnetic resonance decoupling; Free induction decay; Molecule; Magnetic resonance force microscopy; Magnetic resonance imaging; Solid-state nuclear magnetic resonance","score_opus":0.022616863702434934,"score_gpt":0.2737445173626866,"score_spread":0.2511276536602517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500135","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017570091,0.06726963,0.033275,0.005238216,0.006245427,0.0001192847,0.0015824372,0.0022961316,0.8822168],"genre_scores_gemma":[0.018714577,0.0558948,0.032271054,0.0052973633,0.0020776866,0.00020062803,0.0023958813,0.0006308025,0.8825173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993994,0.00007267671,0.000015170106,0.00012447502,0.0003407298,0.000047589197],"domain_scores_gemma":[0.9996464,0.00005603444,0.000018355728,0.00006741289,0.00016224713,0.000049438622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005164637,0.0007586559,0.00070736115,0.0014243245,0.0011704364,0.002031018,0.0015557901,0.0020417871,0.1224703],"category_scores_gemma":[0.0010277285,0.00044409581,0.00032453638,0.0014258832,0.000879716,0.0015661228,0.0015171133,0.0022182951,0.11395638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008181169,0.000080129976,0.00015611137,0.00080911425,0.00002833007,0.00022748388,0.0001937871,0.00030745237,0.026039355,0.0910429,0.5578057,0.32322788],"study_design_scores_gemma":[0.0000045010875,0.00001399567,0.000057997993,0.000083129176,0.000003361143,0.00024110677,0.00001425468,0.000065736385,0.0026512754,0.0053657056,0.99149066,0.000008107052],"about_ca_topic_score_codex":0.0006539059,"about_ca_topic_score_gemma":0.0014571215,"teacher_disagreement_score":0.1224703,"about_ca_system_score_codex":0.00087940757,"about_ca_system_score_gemma":0.00071060297,"threshold_uncertainty_score":0.4097039},"labels":[],"label_agreement":null},{"id":"W4415500136","doi":"10.1007/978-3-031-90731-9_21","title":"Trapped Ion Quantum Computing","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Ion; Qubit; Trapped ion quantum computer; Quantum computer; Quantum; Space (punctuation); Quantum information; Quantum dot","score_opus":0.035465091148542474,"score_gpt":0.3041494089254966,"score_spread":0.2686843177769541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500136","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004879007,0.07233411,0.11775621,0.0038696555,0.0047705686,0.00011399904,0.00032327324,0.0011543632,0.79479885],"genre_scores_gemma":[0.08780351,0.07839027,0.10595565,0.0035935345,0.0018623109,0.00017955748,0.0005418646,0.00074520614,0.7209281],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998097,0.00001998633,0.000004934332,0.000033350778,0.00011044509,0.000021621323],"domain_scores_gemma":[0.9998894,0.000041530406,0.0000040763484,0.000021673712,0.000031316464,0.000011997039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022068861,0.0005989564,0.00033513695,0.00062776543,0.000802063,0.0017950629,0.0008217127,0.00070943544,0.017752547],"category_scores_gemma":[0.0005027367,0.00026128546,0.00031568628,0.0009488369,0.0013092514,0.0030203594,0.0010872657,0.0018248413,0.006356995],"study_design_candidate":"not_applicable","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":[0.000016908027,0.000027140588,0.00003814515,0.00023865218,0.000011102395,0.000043516327,0.00017777187,0.0015414907,0.0034351165,0.80742204,0.08387625,0.10317192],"study_design_scores_gemma":[0.000006972774,0.000027131637,0.00005764521,0.00014491369,0.000005881241,0.00021752567,0.000038400358,0.0036725528,0.0038101599,0.2300805,0.761922,0.000016280044],"about_ca_topic_score_codex":0.0006344716,"about_ca_topic_score_gemma":0.0011686934,"teacher_disagreement_score":0.017752547,"about_ca_system_score_codex":0.0010545991,"about_ca_system_score_gemma":0.0007874502,"threshold_uncertainty_score":0.05938822},"labels":[],"label_agreement":null},{"id":"W4415500138","doi":"10.1007/978-3-031-90731-9_17","title":"Implementing Two-Qubit Gates","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Controlled NOT gate; Set (abstract data type); Universal set; Class (philosophy); Field (mathematics)","score_opus":0.03149106420985382,"score_gpt":0.3207675825217622,"score_spread":0.28927651831190837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500138","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04730727,0.0027864755,0.36430392,0.0017237642,0.0018302345,0.00018895726,0.00028379643,0.0015229384,0.5800526],"genre_scores_gemma":[0.5307713,0.0040394855,0.16929597,0.00096860074,0.00037377252,0.00032005814,0.0004457944,0.0005648438,0.29322016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973816,0.000048980786,0.000011130818,0.000034197034,0.00012369582,0.00004382761],"domain_scores_gemma":[0.999813,0.000081551305,0.000008532264,0.000062475934,0.00002179671,0.00001257533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030351605,0.0007375579,0.00043981356,0.0004271419,0.00064605154,0.002000008,0.00096607977,0.0009898315,0.01689378],"category_scores_gemma":[0.0006096907,0.0004143319,0.0003764819,0.0007406726,0.001269873,0.0023188274,0.0012557738,0.0013760974,0.002872935],"study_design_candidate":"not_applicable","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":[0.00004232585,0.000050680508,0.00006159949,0.00012910791,0.000013237125,0.000046331214,0.00012151154,0.0029538712,0.0193218,0.9258935,0.0053055948,0.04606043],"study_design_scores_gemma":[0.000053331303,0.00012654079,0.0003671874,0.00014715557,0.000034517347,0.00032457494,0.00010537005,0.06979248,0.07848547,0.640419,0.21007797,0.00006636251],"about_ca_topic_score_codex":0.0002645797,"about_ca_topic_score_gemma":0.0005478319,"teacher_disagreement_score":0.01689378,"about_ca_system_score_codex":0.0005471399,"about_ca_system_score_gemma":0.00035876708,"threshold_uncertainty_score":0.056515276},"labels":[],"label_agreement":null},{"id":"W4415500139","doi":"10.1007/978-3-031-90731-9_23","title":"Adiabatic Quantum Computing","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Adiabatic quantum computation; Adiabatic process; Quantum computer; Hamiltonian (control theory); Ground state; Quantum; Adiabatic invariant; Quantum algorithm","score_opus":0.03293159266510599,"score_gpt":0.30175644548898023,"score_spread":0.26882485282387425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500139","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003805134,0.008919432,0.052580178,0.001390741,0.0016041592,0.00005413036,0.00012424677,0.00044598986,0.93107593],"genre_scores_gemma":[0.14166945,0.013362252,0.027729033,0.0009155429,0.00096771185,0.000120449804,0.00028708964,0.00037371373,0.81457466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998485,0.000017933831,0.0000032632256,0.000021756445,0.000092464055,0.00001610199],"domain_scores_gemma":[0.9999044,0.000027909085,0.000004198203,0.000034856163,0.00001969841,0.000009012948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015525304,0.00045363497,0.00033051896,0.0005092448,0.00084535015,0.0012049192,0.00070103706,0.00048911176,0.03646291],"category_scores_gemma":[0.0005069932,0.0002630928,0.00020861499,0.0006744129,0.0013763864,0.0017950843,0.0011087402,0.0013561163,0.0068782256],"study_design_candidate":"not_applicable","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":[0.0000094786155,0.000012563904,0.000019607078,0.000061760424,0.0000043303403,0.000011097508,0.000044914188,0.0008700812,0.0014338129,0.91319984,0.024448106,0.059884418],"study_design_scores_gemma":[0.000005427276,0.00001972456,0.00016804918,0.00007380346,0.000007144969,0.00011016742,0.000037868936,0.0065761334,0.0042450004,0.5490271,0.43971598,0.00001371726],"about_ca_topic_score_codex":0.00049483596,"about_ca_topic_score_gemma":0.0010190838,"teacher_disagreement_score":0.03646291,"about_ca_system_score_codex":0.00097289606,"about_ca_system_score_gemma":0.00056896295,"threshold_uncertainty_score":0.12198055},"labels":[],"label_agreement":null},{"id":"W4415500140","doi":"10.1007/978-3-031-90731-9_20","title":"Solid-State Spin Qubits","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum and electron transport phenomena","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":"McMaster University","funders":"","keywords":"Spin engineering; Qubit; Spin (aerodynamics); Quantum computer; Electron paramagnetic resonance; Zero field splitting; Pulsed EPR; Electron","score_opus":0.027642032475085516,"score_gpt":0.32662076540118873,"score_spread":0.2989787329261032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500140","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016393835,0.050268672,0.04627339,0.0035440244,0.0029581457,0.000097888646,0.000622587,0.00070049556,0.87914103],"genre_scores_gemma":[0.18403347,0.052414767,0.044653755,0.0011675137,0.00082077656,0.00014675406,0.0010224163,0.00025900162,0.7154816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998678,0.000017604247,0.0000052595315,0.00002187575,0.00007507684,0.000012309981],"domain_scores_gemma":[0.99992156,0.000032480097,0.0000039956094,0.000011102304,0.00002219344,0.000008602397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001521238,0.00028519146,0.00026976012,0.00040261514,0.0005369728,0.0013364041,0.0004140048,0.0004894338,0.022102619],"category_scores_gemma":[0.00030583257,0.000184118,0.00023205494,0.00058325846,0.0009080626,0.0015910374,0.00059096975,0.00089646084,0.006083156],"study_design_candidate":"not_applicable","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":[0.000010764937,0.000016673775,0.000022774293,0.0001659741,0.0000037785203,0.00004266956,0.00014901522,0.0005845142,0.0046113306,0.9247054,0.02712478,0.0425625],"study_design_scores_gemma":[0.000008445078,0.000022098446,0.000056341418,0.00012638049,0.0000036686247,0.00016197225,0.000052817944,0.0017222917,0.0042791227,0.16846931,0.82508856,0.000008922825],"about_ca_topic_score_codex":0.00033899027,"about_ca_topic_score_gemma":0.0008249914,"teacher_disagreement_score":0.022102619,"about_ca_system_score_codex":0.00058461475,"about_ca_system_score_gemma":0.0003966973,"threshold_uncertainty_score":0.073940635},"labels":[],"label_agreement":null},{"id":"W4415500141","doi":"10.1007/978-3-031-90731-9_22","title":"Superconducting Qubits","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Information and Cryptography","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Transmon; Superconducting quantum computing; Qubit; Superconductivity; Flux qubit; Charge qubit; Quantum computer; Phase qubit","score_opus":0.06337269789356496,"score_gpt":0.3191032866257452,"score_spread":0.25573058873218024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500141","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009471106,0.085301585,0.025046496,0.004355733,0.00480686,0.00007036331,0.0003927692,0.00036032428,0.8701947],"genre_scores_gemma":[0.1400998,0.09844261,0.027147241,0.0032952717,0.002506277,0.00013867606,0.0007712319,0.00037290208,0.72722596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997893,0.000040008214,0.000010044237,0.000039224957,0.00009867559,0.000022748582],"domain_scores_gemma":[0.999796,0.00008451616,0.0000103903385,0.000022858581,0.000066853965,0.000019450028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023857037,0.0004968956,0.0005043751,0.0008451326,0.001193427,0.0018269836,0.00043239153,0.0006933827,0.032358725],"category_scores_gemma":[0.00066876994,0.00023298808,0.00027676256,0.0010459716,0.0014272416,0.0022267469,0.0010091022,0.001252162,0.007713941],"study_design_candidate":"not_applicable","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":[0.000009230904,0.000012666242,0.000049374496,0.00027838457,0.000005135773,0.000049901984,0.00026988596,0.0003302892,0.0021699881,0.92183304,0.03332021,0.041671876],"study_design_scores_gemma":[0.000004424299,0.000023829627,0.0000691605,0.00019186734,0.000006241802,0.00020388812,0.00009604705,0.0007039599,0.0018054186,0.19282001,0.80406684,0.000008262738],"about_ca_topic_score_codex":0.0005830814,"about_ca_topic_score_gemma":0.0013124439,"teacher_disagreement_score":0.032358725,"about_ca_system_score_codex":0.00081178476,"about_ca_system_score_gemma":0.00072591077,"threshold_uncertainty_score":0.10825074},"labels":[],"label_agreement":null},{"id":"W4415500142","doi":"10.1007/978-3-031-90731-9_12","title":"Grover Algorithm","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Quantum algorithm for linear systems of equations; Quantum algorithm; Quantum phase estimation algorithm; Quantum; Quantum computer; Time complexity; Speedup","score_opus":0.026409070508883293,"score_gpt":0.2920316089081594,"score_spread":0.2656225383992761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500142","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008375188,0.0033251797,0.48934147,0.00261656,0.00157933,0.00030230216,0.0013815933,0.0031390518,0.48993933],"genre_scores_gemma":[0.1591645,0.004311193,0.45334053,0.0034463254,0.0013166991,0.0006218614,0.0040998315,0.003395376,0.37030366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877447,0.00025631464,0.000042028856,0.0002360369,0.0005437416,0.00014737128],"domain_scores_gemma":[0.99928755,0.00021121168,0.00002333731,0.0003043793,0.00013301022,0.000040464984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007296212,0.0013140943,0.001232733,0.0019020259,0.0016869956,0.0028430098,0.002121619,0.0018802366,0.06454207],"category_scores_gemma":[0.0026898766,0.0005486965,0.0011039185,0.0021152676,0.0018678958,0.004016303,0.0036472692,0.0039724866,0.024336208],"study_design_candidate":"not_applicable","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":[0.000042638952,0.000068090536,0.00007711416,0.00012481342,0.000028845428,0.00003501486,0.00007579441,0.005885264,0.0008801588,0.81507707,0.045080733,0.13262443],"study_design_scores_gemma":[0.000027084854,0.000032261632,0.0000961308,0.00007764682,0.00001612347,0.000111640096,0.00003375957,0.025515132,0.0017887867,0.87668455,0.09559116,0.00002571187],"about_ca_topic_score_codex":0.0007986664,"about_ca_topic_score_gemma":0.0014663222,"teacher_disagreement_score":0.06454207,"about_ca_system_score_codex":0.0010773414,"about_ca_system_score_gemma":0.0011965642,"threshold_uncertainty_score":0.21591473},"labels":[],"label_agreement":null},{"id":"W4415500143","doi":"10.1007/978-3-031-90731-9_7","title":"Quantum Gates","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Information and Cryptography","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Quantum gate; Quantum error correction; Quantum circuit; Quantum Fourier transform; Quantum network; Quantum algorithm; Quantum; Quantum information; Quantum computer; State (computer science)","score_opus":0.04328974321292042,"score_gpt":0.30955361887802857,"score_spread":0.2662638756651081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500143","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016380786,0.0025499205,0.026774729,0.0013069637,0.0012272157,0.00005623704,0.00021196975,0.00022452786,0.9660104],"genre_scores_gemma":[0.058509022,0.0049864966,0.014721533,0.0010993204,0.0005371854,0.00012927577,0.00031544376,0.00026483627,0.9194369],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976116,0.00003468108,0.000006420104,0.00003944728,0.0001317441,0.000026604679],"domain_scores_gemma":[0.9998951,0.000031875163,0.00000528731,0.00003510403,0.00002273273,0.000009850216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020058546,0.0006689117,0.0004428078,0.0007114157,0.0010553217,0.0016888357,0.00064351846,0.00081249553,0.06505694],"category_scores_gemma":[0.00059689797,0.00033120599,0.0003349932,0.00080505153,0.0017475737,0.0023637242,0.001204419,0.0017404881,0.015228535],"study_design_candidate":"not_applicable","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":[0.000006239102,0.000009264197,0.000008885989,0.000041985393,0.0000027242427,0.00000909996,0.00003816959,0.00024163896,0.000747617,0.9428076,0.026966484,0.029120311],"study_design_scores_gemma":[0.0000066120674,0.000015666017,0.000062681516,0.0000560069,0.0000044105136,0.00008282819,0.00003317502,0.0015088969,0.0027085817,0.5014116,0.49409997,0.000009626834],"about_ca_topic_score_codex":0.00050753617,"about_ca_topic_score_gemma":0.0009061599,"teacher_disagreement_score":0.06505694,"about_ca_system_score_codex":0.0010851616,"about_ca_system_score_gemma":0.0005962592,"threshold_uncertainty_score":0.21763718},"labels":[],"label_agreement":null},{"id":"W4415500148","doi":"10.1007/978-3-031-90731-9_11","title":"Deutsch Algorithm","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Physics and Engineering Research Articles","field":"Engineering","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":"McMaster University","funders":"","keywords":"Quantum computer; Quantum algorithm; Quantum; Quantum sort; Quantum phase estimation algorithm; Algebra over a field; Quantum algorithm for linear systems of equations","score_opus":0.028583151649812413,"score_gpt":0.28031768553590464,"score_spread":0.25173453388609224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500148","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0108790845,0.0021988575,0.79113567,0.002440475,0.0012596211,0.00025602765,0.0030811052,0.004899521,0.18384957],"genre_scores_gemma":[0.23113118,0.0026850284,0.505878,0.002456449,0.00066743,0.00057169277,0.008105281,0.004260943,0.24424396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885476,0.00026806348,0.000065919594,0.0002962075,0.0003452991,0.00016971088],"domain_scores_gemma":[0.9988524,0.00041447376,0.000037890535,0.00044872815,0.0001899636,0.000056605422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012734836,0.0009374731,0.0011370183,0.0013070824,0.0009763514,0.003398574,0.0013494003,0.0017246018,0.063980535],"category_scores_gemma":[0.0058513638,0.000439105,0.00087347085,0.001182691,0.0009122078,0.0030012652,0.0024193274,0.0018755676,0.029504111],"study_design_candidate":"not_applicable","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":[0.00030554066,0.000120566765,0.00033006794,0.00018503368,0.000065405016,0.000050752635,0.000049746315,0.0321643,0.0012101344,0.5500601,0.104884,0.31057426],"study_design_scores_gemma":[0.00009282396,0.00006924601,0.00016194176,0.000116212235,0.00003661795,0.00014061118,0.000043607735,0.14150298,0.003079384,0.770419,0.08431052,0.00002709908],"about_ca_topic_score_codex":0.0012715529,"about_ca_topic_score_gemma":0.0017609089,"teacher_disagreement_score":0.063980535,"about_ca_system_score_codex":0.0010853714,"about_ca_system_score_gemma":0.0018165342,"threshold_uncertainty_score":0.21403623},"labels":[],"label_agreement":null},{"id":"W4415500155","doi":"10.1007/978-3-031-90731-9_16","title":"Two-State Dynamics","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Advanced Thermodynamics and Statistical Mechanics","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":"McMaster University","funders":"","keywords":"Dynamics (music); Resonance (particle physics); Quantum; Spin (aerodynamics); Energy (signal processing); Electron paramagnetic resonance","score_opus":0.02282998173744205,"score_gpt":0.32277660556044724,"score_spread":0.2999466238230052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500155","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014890133,0.003066548,0.110005,0.003165297,0.0016828924,0.00004955649,0.00040197052,0.00043869897,0.8663],"genre_scores_gemma":[0.29654118,0.00401245,0.02650123,0.0011773026,0.0008926592,0.00021122552,0.000684925,0.0006734451,0.66930556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998486,0.000024977075,0.000004690109,0.00003145083,0.00007033256,0.000019915302],"domain_scores_gemma":[0.9998822,0.000035672976,0.000006642238,0.000035277353,0.000022757968,0.000017407752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022454372,0.0005942995,0.00057581265,0.0005775184,0.0009598383,0.001832609,0.0007960454,0.0011001675,0.03204715],"category_scores_gemma":[0.0006340276,0.00029574105,0.00046574906,0.0005884862,0.0013369712,0.0028879384,0.0013623253,0.0020566306,0.005723315],"study_design_candidate":"not_applicable","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":[0.0000029991093,0.0000076191327,0.000010233303,0.000014485999,0.0000018493529,0.000008726612,0.000031223433,0.00048234654,0.00035131827,0.9883321,0.005115681,0.005641419],"study_design_scores_gemma":[0.0000042786764,0.000004721001,0.00007430263,0.000010359241,0.0000016425612,0.000064093925,0.00001708141,0.008741007,0.00036381738,0.9603151,0.030395929,0.000007561338],"about_ca_topic_score_codex":0.00053309643,"about_ca_topic_score_gemma":0.00045838475,"teacher_disagreement_score":0.03204715,"about_ca_system_score_codex":0.00071828853,"about_ca_system_score_gemma":0.00036761392,"threshold_uncertainty_score":0.10720843},"labels":[],"label_agreement":null},{"id":"W4415500156","doi":"10.1007/978-3-031-90731-9_2","title":"Quantization","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œMaterials Research Society series","topic":"Quantum Information and Cryptography","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Quantization (signal processing); Quantum; Excited state; Ground state; Quantum state; Quantum information; State (computer science); Quantum computer","score_opus":0.04570501184933013,"score_gpt":0.31505904181096445,"score_spread":0.2693540299616343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415500156","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032051948,0.0012397799,0.024322229,0.0022808968,0.0015508351,0.000043479195,0.0003960731,0.00022421003,0.9667372],"genre_scores_gemma":[0.10701225,0.0022459875,0.01259527,0.0016710688,0.0015430957,0.0001290394,0.0008228399,0.000597935,0.87338257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955887,0.000077750665,0.000014019825,0.000086180495,0.00021311048,0.000050017483],"domain_scores_gemma":[0.99977463,0.000029767543,0.0000137588795,0.00006251144,0.00009110302,0.000028326507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034644,0.0006764115,0.00062296184,0.0012298152,0.0017754744,0.0025794192,0.0009806186,0.0009351675,0.08190535],"category_scores_gemma":[0.0010751259,0.00028211556,0.00041737227,0.00070323923,0.002292906,0.0034356525,0.0015840748,0.0022695605,0.019556846],"study_design_candidate":"not_applicable","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":[0.0000024892222,0.000003317955,0.0000067976084,0.000011339027,8.016903e-7,0.000004929755,0.000030572308,0.000050050894,0.00010882378,0.9839881,0.011256308,0.004536454],"study_design_scores_gemma":[0.0000040103832,0.0000047521585,0.000050213934,0.00001515947,0.0000013712488,0.0000499928,0.000035237787,0.00055436476,0.00024133235,0.8978818,0.10115644,0.0000053984136],"about_ca_topic_score_codex":0.0015102078,"about_ca_topic_score_gemma":0.0011249331,"teacher_disagreement_score":0.08190535,"about_ca_system_score_codex":0.0014416038,"about_ca_system_score_gemma":0.0008171787,"threshold_uncertainty_score":0.2740007},"labels":[],"label_agreement":null}]}