{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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"},"query_hash":"f297109236ee","filters":{"venue":"Modern Cast Iron"}},"results":[{"id":"W2361293171","doi":"","title":"Analysis and Countermeasures of the Casting Defects on Common Thin Section Cylinder Blocks","year":2014,"lang":"en","type":"article","venue":"Modern Cast Iron","topic":"Materials Engineering and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ford Motor Company (Canada)","funders":"","keywords":"Materials science; Core (optical fiber); Composite material; Cylinder; Porosity; Moisture; Bentonite; Foundry; Geotechnical engineering; Sintering; Coating; Casting; Metallurgy; Geology; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007681253489221639,"gpt":0.1937450189596058,"spread":0.1860637654703842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001696544,0.0001037162,0.0001570883,0.00006934891,0.00006466403,0.00003276193,0.0000570082,0.00006118725,0.000005066381],"category_scores_gemma":[0.00001689852,0.00008127604,0.00004019043,0.0001092845,0.00001575872,0.00003018238,0.00001607349,0.000100423,4.986995e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002208416,"about_ca_system_score_gemma":0.000002513541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005977102,"about_ca_topic_score_gemma":0.0001109104,"domain_scores_codex":[0.99951,0.00002854703,0.0001261813,0.000101832,0.0001197756,0.0001136145],"domain_scores_gemma":[0.9997364,0.00003762267,0.00003424331,0.0001535513,0.00001442554,0.000023753],"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":[0.000006426758,0.000005234769,0.007513291,0.0001773031,0.00003976459,3.540776e-7,0.0005210941,0.937349,0.04957462,0.000004756416,0.0000108626,0.00479734],"study_design_scores_gemma":[0.0001068672,0.00001763118,0.03768452,0.00006002117,0.0001021692,0.000006100628,0.000008518095,0.9468493,0.01497774,0.00003015669,0.00005888145,0.0000980793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978701,0.0000737231,0.01976367,0.000007286278,0.0002021684,0.00003876916,0.000004378584,0.00008268229,0.001126346],"genre_scores_gemma":[0.9998087,0.000003194209,0.00004858864,0.00001487789,0.00007957275,0.000002632818,0.00000227327,0.00001811031,0.00002203042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03459688,"threshold_uncertainty_score":0.3314341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2355435422","doi":"","title":"Defects Analysis and Countermeasures of Cylinder Blocks Cast with Green Sand Mould and Cold-Box Cores","year":2013,"lang":"en","type":"article","venue":"Modern Cast Iron","topic":"Materials Engineering and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ford Motor Company (Canada)","funders":"","keywords":"Mold; Sand casting; Materials science; Shrinkage; Moisture; Core (optical fiber); Geotechnical engineering; Composite material; Cylinder; Casting; Metallurgy; Engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.005936228978077791,"gpt":0.1785051152123019,"spread":0.1725688862342241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006192728,0.0001639676,0.0002677806,0.0001155846,0.00003990748,0.00007159365,0.00004579473,0.00007558997,0.00003484522],"category_scores_gemma":[0.000003595688,0.0001386106,0.00002091348,0.0001041366,0.00004873689,0.00009220671,0.00001916465,0.00007160661,0.000001070715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001372326,"about_ca_system_score_gemma":0.000006019175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004933293,"about_ca_topic_score_gemma":0.0001749032,"domain_scores_codex":[0.9993828,0.000009880474,0.000143574,0.0001588015,0.0001287598,0.000176199],"domain_scores_gemma":[0.999698,0.0000227837,0.0000327229,0.0001322552,0.00003947284,0.00007476904],"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":[0.00006559277,0.00003484058,0.06413497,0.002188365,0.0006859292,0.00002533122,0.003128369,0.2740079,0.6448322,0.00001225177,0.0001552895,0.01072895],"study_design_scores_gemma":[0.001090973,0.0001498563,0.1272681,0.000194453,0.0007205243,0.00008169206,0.00008887435,0.7976298,0.07190099,0.0000722407,0.0001364152,0.0006660607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861138,0.0008590587,0.01250335,0.000009134654,0.00002542588,0.00009767326,0.0000201315,0.0000729428,0.0002985185],"genre_scores_gemma":[0.9993371,0.00003685149,0.0004618394,0.000009505176,0.00002825988,0.00001235832,0.000005706604,0.00002893151,0.00007946093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5729312,"threshold_uncertainty_score":0.5652377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}