{"meta":{"query_hash":"fa7b735c7ff8","filters":{"venue":"Progress in Surface Science"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/fa7b735c7ff8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Progress+in+Surface+Science"},"results":[{"id":"W2022648487","doi":"10.1016/s0079-6816(01)00006-5","title":"Characteristics of surfaces produced via magnetoelectrolytic deposition","year":2001,"lang":"en","type":"article","venue":"Progress in Surface Science","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":101,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Diamagnetism; Paramagnetism; Magnetic field; Orientation (vector space); Substrate (aquarium); Condensed matter physics; Deposition (geology); Electrolysis; Ferromagnetism; Magnetism; Materials science; Chemistry; Chemical physics; Electrolyte; Physics; Geometry; Mathematics; Electrode; Quantum mechanics","score_opus":0.011173799928595043,"score_gpt":0.24942201690298413,"score_spread":0.23824821697438908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022648487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981646,0.00045342176,0.000114297785,0.0001572102,0.00048035863,0.00028290553,0.000008611043,0.000051249695,0.00028735417],"genre_scores_gemma":[0.9965668,0.00008688064,0.0032105225,0.000016547565,0.000022551494,0.000012021373,0.0000026967596,0.000011087744,0.00007094921],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980775,0.00007011974,0.00040423646,0.00044026604,0.0005101511,0.00049771945],"domain_scores_gemma":[0.99917877,0.000024586652,0.0001926931,0.00032810346,0.00020342617,0.00007239678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013040535,0.00014770415,0.00024727656,0.00009765017,0.0001398799,0.00016952856,0.0005754161,0.000045971974,0.00014916513],"category_scores_gemma":[0.00006365065,0.00012258285,0.000022318656,0.000718839,0.00087724754,0.00048202733,0.00013946572,0.00007533246,0.0000368576],"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":[0.00008679842,0.000074701755,0.083408915,0.000055542776,7.04328e-7,0.000007042873,0.00023040197,0.00011051225,0.90984726,0.00016844578,0.000001104163,0.00600856],"study_design_scores_gemma":[0.00019607897,0.00022535502,0.091874294,0.00007906407,0.0000060797483,0.000024050418,0.000023271254,0.023216225,0.883792,0.00028758723,0.000040734318,0.00023531025],"about_ca_topic_score_codex":0.00010530048,"about_ca_topic_score_gemma":0.00002177926,"teacher_disagreement_score":0.026055316,"about_ca_system_score_codex":0.00006309039,"about_ca_system_score_gemma":0.00012834859,"threshold_uncertainty_score":0.49987838},"labels":[],"label_agreement":null},{"id":"W2066145028","doi":"10.1016/s0079-6816(01)00032-6","title":"Surface states and resonances in field emission from low-index facets of clean tungsten","year":2001,"lang":"en","type":"article","venue":"Progress in Surface Science","topic":"Vacuum and Plasma Arcs","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tungsten; Supercell; Surface (topology); Surface states; Field (mathematics); Symmetry (geometry); Field electron emission; Crystal (programming language)","score_opus":0.01094994787839629,"score_gpt":0.2754414790745671,"score_spread":0.2644915311961708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066145028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99786365,0.0006694721,0.000052725813,0.00025072214,0.000079114834,0.00014388726,0.000018477327,0.000010219874,0.0009117421],"genre_scores_gemma":[0.9988933,0.00008070674,0.0008999769,0.000012048375,0.000011885138,0.0000022731128,0.0000036068122,0.0000056905537,0.00009049597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872935,0.00004023678,0.00024265063,0.0003629053,0.0002841948,0.00034067885],"domain_scores_gemma":[0.99942416,0.00016014045,0.00009718947,0.0001901907,0.000043505577,0.00008481369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043797086,0.00012309951,0.00019510821,0.000051867817,0.00007539004,0.000057110774,0.00031780338,0.00003545415,0.000077101286],"category_scores_gemma":[0.000013668344,0.00010580335,0.000020264317,0.0005645374,0.00030826725,0.00033327256,0.00014036841,0.00015387623,0.0000040767686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003700807,0.00006470914,0.9606598,0.000008395528,0.0000017840762,0.0000032354255,0.0011835088,0.0007310594,0.0016265247,0.000060041024,0.000018953524,0.035604957],"study_design_scores_gemma":[0.0010021122,0.00010410364,0.7442691,0.00045051996,0.0000041661906,8.5670774e-7,0.003319391,0.041534554,0.20485461,0.0036038426,0.00050149846,0.00035527223],"about_ca_topic_score_codex":0.0013890123,"about_ca_topic_score_gemma":0.00013062143,"teacher_disagreement_score":0.21639074,"about_ca_system_score_codex":0.000014161905,"about_ca_system_score_gemma":0.00007393436,"threshold_uncertainty_score":0.43145356},"labels":[],"label_agreement":null},{"id":"W4247958085","doi":"10.1016/j.progsurf.2003.08.001","title":"","year":2003,"lang":"en","type":"article","venue":"Progress in Surface Science","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","score_opus":0.028011592253552122,"score_gpt":0.33149972462568245,"score_spread":0.30348813237213035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247958085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936568,0.0027156784,0.00004490714,0.00022699535,0.00040907835,0.0008633892,0.0000056067624,0.00040185542,0.0016756564],"genre_scores_gemma":[0.9487443,0.000008055324,0.051039267,0.00005920524,0.000006305295,0.00006422653,3.8853082e-7,0.000056185352,0.00002208959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9912583,0.0004883588,0.00069491204,0.0018579366,0.002926288,0.002774182],"domain_scores_gemma":[0.99708766,0.00018161097,0.0002677624,0.0013623651,0.0005189009,0.0005816964],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.015555888,0.00041892056,0.00040914933,0.0005824023,0.00077834463,0.0006199923,0.002493323,0.00008156781,0.000025497793],"category_scores_gemma":[0.0022708876,0.00039522236,0.00006228727,0.015956312,0.010456233,0.0038778624,0.0003422437,0.00047171628,0.00033550285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033142085,0.00036710026,0.94631433,0.000010324879,0.0000017400549,0.00005324001,0.0019858766,0.004092673,0.03337204,0.011978717,0.000005096811,0.001785702],"study_design_scores_gemma":[0.0017741809,0.00014190795,0.6445091,0.000100227095,0.000005354166,0.00008213303,0.0015621647,0.0051226984,0.34223616,0.0029597573,0.00062593527,0.0008804054],"about_ca_topic_score_codex":0.00003655021,"about_ca_topic_score_gemma":0.000118058466,"teacher_disagreement_score":0.30886412,"about_ca_system_score_codex":0.0007203133,"about_ca_system_score_gemma":0.0010059628,"threshold_uncertainty_score":0.99985},"labels":[],"label_agreement":null}]}