{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"bae2f7e13ff3","filters":{"venue":"Advances in Materials Physics and Chemistry"}},"results":[{"id":"W2087490092","doi":"10.4236/ampc.2013.31a015","title":"X-Ray Diffraction Is a Promising Tool to Characterize Coral Skeletons","year":2013,"lang":"en","type":"article","venue":"Advances in Materials Physics and Chemistry","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Biomineralization; Aragonite; Calcite; Coral; Calcium carbonate; Mineral; Diffraction; Materials science; Carbonate; Crystal (programming language); Mineralogy; Geology; Computer science; Paleontology; Oceanography; Physics; Metallurgy; Composite material; Optics","authors":[{"name":"M. Azizur Rahman","is_ca":true},{"name":"Jochen Halfar","is_ca":true},{"name":"Ryuichi Shinjo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008136020516581155,"gpt":0.2383744777850744,"spread":0.2302384572684932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008435626,0.0005726364,0.0009322428,0.00160102,0.0003395173,0.0009516335,0.000610707,0.0009044119,0.001921067],"category_scores_gemma":[0.0006376748,0.0003399521,0.0002993323,0.002145542,0.0005474015,0.001220339,0.0005044309,0.0009104403,0.001289434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003148684,"about_ca_system_score_gemma":0.0003146575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000539718,"about_ca_topic_score_gemma":0.0007191491,"domain_scores_codex":[0.9993665,0.00009081855,0.00005063576,0.0001255609,0.0003311851,0.00003533675],"domain_scores_gemma":[0.9994842,0.0001193723,0.0001130281,0.00007757052,0.0001786236,0.00002719008],"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":[0.0002927874,0.00006988204,0.008946189,0.003221502,0.00009647694,0.0004204987,0.0002418388,0.00147064,0.7448858,0.01284493,0.006172973,0.2213366],"study_design_scores_gemma":[0.00004597649,0.0003793293,0.0216527,0.0005507136,0.0001397132,0.002722894,0.0007981886,0.005597717,0.5801962,0.008907508,0.3788817,0.0001273639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1763944,0.3920304,0.353174,0.004015801,0.001178801,0.0002473229,0.004907263,0.002607419,0.06544464],"genre_scores_gemma":[0.4109712,0.2107297,0.3477859,0.001119137,0.0005492542,0.0002956996,0.003928198,0.0004077188,0.0242132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001921067,"threshold_uncertainty_score":0.006426573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900718123","doi":"10.4236/ampc.2018.811030","title":"Different Interaction Mechanisms of Evaporated Porphyrin Films Exposed to NO<sub>2</sub>","year":2018,"lang":"en","type":"article","venue":"Advances in Materials Physics and Chemistry","topic":"Porphyrin and Phthalocyanine Chemistry","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Consejo Nacional de Ciencia y Tecnología; Western Canada Research Grid","keywords":"Porphyrin; Adsorption; Zinc; Materials science; Absorption (acoustics); Absorption spectroscopy; Tetraphenylporphyrin; Analytical Chemistry (journal); Nitrogen dioxide; Metal; Scanning electron microscope; Photochemistry; Chemistry; Physical chemistry; Optics; Organic chemistry","authors":[{"name":"Margarita Rivera","is_ca":false},{"name":"José María Rivera","is_ca":false},{"name":"Oscar Amelines-Sarria","is_ca":false},{"name":"Y. A. Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01847335098003093,"gpt":0.2744595951493363,"spread":0.2559862441693053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006702689,0.0002054499,0.0001921744,0.0001179183,0.0001726186,0.0002004543,0.0002080245,0.0002443248,0.001067014],"category_scores_gemma":[0.0002338487,0.0001366883,0.0001003195,0.00009743198,0.0002241597,0.0002945474,0.000140068,0.0002076054,0.0001252353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587102,"about_ca_system_score_gemma":0.00009083869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006481493,"about_ca_topic_score_gemma":0.000803121,"domain_scores_codex":[0.9999008,0.00001204551,0.000003105034,0.00002653493,0.00003118271,0.00002622967],"domain_scores_gemma":[0.9999163,0.00003729272,0.00001642581,0.000007128404,0.00001518681,0.000007628635],"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":[0.00007392137,0.000005268389,0.000216139,0.00004785758,0.000005692626,0.00009540836,0.00002408258,0.0001214638,0.99842,0.00005883698,0.00001798871,0.0009134363],"study_design_scores_gemma":[0.000003318304,0.00005040393,0.004333969,0.000002995218,0.000008504894,0.0001117458,0.00004328328,0.001406784,0.9934213,0.00004591401,0.0005674211,0.000004339146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972166,0.0006319195,0.001179458,0.00004940403,0.00001312249,0.000009011965,0.00005855471,0.00002196547,0.0008200207],"genre_scores_gemma":[0.997486,0.0003769074,0.001065139,0.00001671532,0.000003833016,0.000008803625,0.00004721041,0.000007644747,0.0009876052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001067014,"threshold_uncertainty_score":0.003569484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2667337728","doi":"10.4236/ampc.2017.76021","title":"Scanning Based Induction Heating for AISI 4340 Steel Spline Shafts-3D Simulation and Experimental Validation","year":2017,"lang":"en","type":"article","venue":"Advances in Materials Physics and Chemistry","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cégep de Rimouski; Université du Québec à Rimouski","funders":"","keywords":"Induction hardening; Induction heating; Materials science; Finite element method; Hardening (computing); Spline (mechanical); Sensitivity (control systems); Model validation; Mechanical engineering; Nuclear engineering; Computer science; Structural engineering; Metallurgy; Composite material; Residual stress; Electromagnetic coil; Engineering; Electronic engineering","authors":[{"name":"Habib Hammi","is_ca":true},{"name":"Abderrazak El Ouafi","is_ca":true},{"name":"Noureddine Barka","is_ca":true},{"name":"Ahmed Chebak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01708955242728354,"gpt":0.2973986292917529,"spread":0.2803090768644693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004324531,0.000416978,0.0004430389,0.0003985496,0.0002650104,0.0003652615,0.0005390212,0.0006563919,0.002011085],"category_scores_gemma":[0.0007058514,0.0002332039,0.000659946,0.0003941344,0.0004125741,0.0002475704,0.0002658741,0.0003448839,0.000296033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181494,"about_ca_system_score_gemma":0.0004407842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00282906,"about_ca_topic_score_gemma":0.002322293,"domain_scores_codex":[0.9997979,0.00003166867,0.00001120859,0.00002375539,0.000105469,0.00003003518],"domain_scores_gemma":[0.9995167,0.0002465725,0.0000493319,0.00009746788,0.00007362337,0.00001631874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002827497,0.0001728424,0.004579082,0.000248759,0.00001616597,0.0002240662,0.0002109159,0.8949417,0.08325621,0.0009481434,0.0002841971,0.01483512],"study_design_scores_gemma":[0.00002185635,0.000293914,0.00327619,0.00000861538,0.000008542426,0.00004296399,0.00005001614,0.9489279,0.0464038,0.000188959,0.0007606836,0.00001657503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510188,0.0000932241,0.04461199,0.00004727815,0.00001776875,0.0000769276,0.0005251062,0.0005393738,0.003069432],"genre_scores_gemma":[0.9920756,0.0000560366,0.006986542,0.000003390913,0.000001429372,0.0000427472,0.0001564427,0.00002018286,0.0006577156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00282906,"threshold_uncertainty_score":0.006727755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}