{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"424b62f0956c","filters":{"venue":"5th World Tribology Congress, WTC 2013"}},"results":[{"id":"W3152849037","doi":"","title":"Development and accuracy of ultra-accelerated quantum chemical molecular dynamics method for a variety of tribological applications","year":2013,"lang":"en","type":"article","venue":"5th World Tribology Congress, WTC 2013","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Variety (cybernetics); Tribology; Dynamics (music); Nanotechnology; Quantum; Quantum chemical; Molecular dynamics; Biological system; Biochemical engineering; Statistical physics; Materials science; Computer science; Chemistry; Physics; Artificial intelligence; Computational chemistry; Engineering; Molecule; Quantum mechanics; Metallurgy; Biology","authors":[{"name":"Akira Miyamoto","is_ca":true},{"name":"Ryuji Miura","is_ca":true},{"name":"Ai Suzuki","is_ca":true},{"name":"Nozomu Hatakeyama","is_ca":true},{"name":"Sumio Kozawa","is_ca":false},{"name":"Mark C. Williams","is_ca":false},{"name":"Sophie Loehlé","is_ca":false},{"name":"C. Minfray","is_ca":false},{"name":"Jean Michel Martin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02757315990168281,"gpt":0.3247533642618612,"spread":0.2971802043601784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007809578,0.0002422374,0.0007086946,0.0001490027,0.00008706925,0.00006207369,0.0004538253,0.0002087256,0.0006965512],"category_scores_gemma":[0.0003343041,0.0001998839,0.00008666756,0.000309196,0.0005196605,0.0001340419,0.0001394782,0.0001421599,0.00002828643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005308595,"about_ca_system_score_gemma":0.0003080218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001641329,"about_ca_topic_score_gemma":0.0000301497,"domain_scores_codex":[0.9977648,0.0002053714,0.0007813768,0.0005042684,0.0002357714,0.0005083914],"domain_scores_gemma":[0.9976565,0.0009317537,0.0003831165,0.0003649159,0.0005018621,0.000161882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001454361,0.0002022092,0.0002115291,0.0001942842,0.00004170894,0.000001788267,0.00005061241,0.00001154873,0.9778504,0.01566988,0.0005354979,0.005085147],"study_design_scores_gemma":[0.001147039,0.00008046441,0.0003531499,0.000027763,0.00003846708,0.000006284684,0.00005368075,0.002274066,0.9887626,0.003143657,0.00389121,0.0002215984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665328,0.0004085289,0.0300272,0.0006813341,0.0001884756,0.001681066,0.000190214,0.00005764073,0.0002327437],"genre_scores_gemma":[0.9366923,0.00005396397,0.0614108,0.0001195501,0.00003219243,0.001374196,0.0001659727,0.00002509595,0.0001259122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0313836,"threshold_uncertainty_score":0.8151029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158039612","doi":"","title":"Lubrication of iron oxide by adsorbed C18 fatty acids in vacuum: A quantum chemistry MD simulation","year":2013,"lang":"en","type":"article","venue":"5th World Tribology Congress, WTC 2013","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Adsorption; Lubrication; Oxide; Iron oxide; Chemistry; Nanotechnology; Materials science; Chemical engineering; Organic chemistry; Engineering; Composite material","authors":[{"name":"Sophie Loehlé","is_ca":false},{"name":"C. Minfray","is_ca":false},{"name":"Christine Matta","is_ca":false},{"name":"Thierry Le Mogne","is_ca":false},{"name":"Jean Michel Martin","is_ca":false},{"name":"R. Iovine","is_ca":false},{"name":"Yukiko Obara","is_ca":false},{"name":"Kenji Inaba","is_ca":false},{"name":"Ryuji Miura","is_ca":true},{"name":"Nozomu Hatakeyama","is_ca":true},{"name":"Akira Miyamoto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007984006602508463,"gpt":0.2308263751949135,"spread":0.222842368592405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001257566,0.0002550426,0.0004197263,0.0001500693,0.00003694426,0.00002390572,0.0002454501,0.0001725674,0.00114956],"category_scores_gemma":[0.00005750014,0.0002474618,0.00006951096,0.000377509,0.0001573838,0.0003070243,0.00005080947,0.000264799,0.0001367618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008661942,"about_ca_system_score_gemma":0.00002284205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002753892,"about_ca_topic_score_gemma":0.00004630203,"domain_scores_codex":[0.9985808,0.00006202436,0.0005091711,0.0002986003,0.00014476,0.0004046044],"domain_scores_gemma":[0.999022,0.0002633499,0.000164138,0.0003516767,0.0001063855,0.00009243656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001462078,0.0005144605,0.1015974,0.0005109944,0.0003226333,0.00001663409,0.0005729183,0.03957742,0.7190067,0.0009008517,0.1241101,0.01272372],"study_design_scores_gemma":[0.005181623,0.0001037388,0.2413313,0.0002948651,0.0001187897,0.00001231524,0.0002517767,0.4246091,0.2758324,0.003398534,0.04733693,0.001528698],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945247,0.001605085,0.001148893,0.0002831547,0.0002804474,0.0004391533,0.00008345357,0.0001779713,0.001457116],"genre_scores_gemma":[0.9984369,0.0002921821,0.0001857373,0.00004401089,0.00005895703,0.0001156607,0.0001614246,0.00004202579,0.0006631216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4431743,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3142685165","doi":"","title":"Tribochemistry of stearic acid and its lubricating behavior sensitivity to base oil","year":2013,"lang":"en","type":"article","venue":"5th World Tribology Congress, WTC 2013","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Stearic acid; Sensitivity (control systems); Chemistry; Base oil; Base (topology); Materials science; Organic chemistry; Composite material; Engineering; Mathematics","authors":[{"name":"Christine Matta","is_ca":false},{"name":"Sophie Loehlé","is_ca":false},{"name":"C. Minfray","is_ca":false},{"name":"Thierry Le Mogne","is_ca":false},{"name":"Jean Michel Martin","is_ca":false},{"name":"R. Iovine","is_ca":false},{"name":"Carine Pizard","is_ca":false},{"name":"Akira Miyamoto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0114686813135121,"gpt":0.229199319183375,"spread":0.2177306378698629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001863373,0.0002651789,0.0004771799,0.0001677886,0.00007626673,0.00003427805,0.0001473115,0.0001162234,0.0007189167],"category_scores_gemma":[0.0001382148,0.0002508351,0.00006399153,0.0003375558,0.0001310481,0.0001944722,0.0001264717,0.0002645763,0.0001502889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003576261,"about_ca_system_score_gemma":0.00002537114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302898,"about_ca_topic_score_gemma":0.00007056822,"domain_scores_codex":[0.9986359,0.00007674255,0.0003619017,0.0003325111,0.0001331631,0.0004597563],"domain_scores_gemma":[0.9989204,0.0002689101,0.0001044368,0.0003136111,0.0001623341,0.0002303519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003763611,0.0002120383,0.01261675,0.0003485499,0.0002431256,0.0001071357,0.0003494537,0.0002045414,0.867188,0.0003669115,0.03012796,0.08819784],"study_design_scores_gemma":[0.002505302,0.000126436,0.09186309,0.0002896602,0.000244916,0.0001636609,0.0002910319,0.01038755,0.8785007,0.0001096215,0.01419783,0.001320213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944404,0.001565932,0.00006883688,0.0004846232,0.0003736936,0.0002752023,0.0001710432,0.0001673472,0.002452968],"genre_scores_gemma":[0.9971408,0.0001706732,0.0004613968,0.00009632083,0.0001116863,0.0001493544,0.000026677,0.00003968852,0.001803455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08687763,"threshold_uncertainty_score":0.9999944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045725116","doi":"","title":"Computational chemistry study on tribo-chemical reaction mechanism of polytetrafluoroethylene in various environments","year":2013,"lang":"en","type":"article","venue":"5th World Tribology Congress, WTC 2013","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Mechanism (biology); Chemistry; Chemical reaction; Polytetrafluoroethylene; Polymer science; Epistemology; Philosophy; Organic chemistry","authors":[{"name":"Tasuku Onodera","is_ca":false},{"name":"Kenji Kawasaki","is_ca":false},{"name":"Takayuki Nakakawaji","is_ca":false},{"name":"Yuji Higuchi","is_ca":false},{"name":"Nobuki Ozawa","is_ca":false},{"name":"Kazue Kurihara","is_ca":true},{"name":"Momoji Kubo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007540425479257405,"gpt":0.2223438848843375,"spread":0.2148034594050801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000188995,0.0002678612,0.0005214418,0.0002823769,0.00004177061,0.00001095535,0.000234996,0.0002441368,0.0007980749],"category_scores_gemma":[0.00003452877,0.0002768339,0.0001017567,0.0003361141,0.0001369931,0.0001206699,0.0000497133,0.0005123919,0.0002569936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139691,"about_ca_system_score_gemma":0.00001926453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002119341,"about_ca_topic_score_gemma":0.00005859529,"domain_scores_codex":[0.9983895,0.0001020382,0.000555727,0.0003629348,0.0002219593,0.0003678472],"domain_scores_gemma":[0.9991862,0.0002460083,0.0001203647,0.0003226601,0.00003243979,0.0000923164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003087655,0.003185569,0.06375878,0.000101494,0.001567888,0.0001368518,0.0006435172,0.03380229,0.8781202,0.001203681,0.008828148,0.008342793],"study_design_scores_gemma":[0.01705499,0.0006391655,0.3260856,0.0001408235,0.0006481666,0.00007906621,0.0006806782,0.0710668,0.5583619,0.01986193,0.003294215,0.002086673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997372,0.0002140853,0.000496046,0.0002557252,0.0003314161,0.0004210049,0.00002070809,0.00009529949,0.0007937012],"genre_scores_gemma":[0.9989777,0.00004215654,0.000209726,0.00005318808,0.00005490967,0.0001036536,0.00008635075,0.00003155669,0.0004407676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3197584,"threshold_uncertainty_score":0.9999684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}