{"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"},"query_hash":"bba72f798878","filters":{"venue":"Synthesis lectures on computer graphics and animation"}},"results":[{"id":"W2542077003","doi":"10.2200/s00041ed1v01200607cgr001","title":"A Blossoming Development of Splines","year":2006,"lang":"en","type":"article","venue":"Synthesis lectures on computer graphics and animation","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Bézier curve; Development (topology); CAD; B-spline; Mathematics; Spline (mechanical); Computer science; Engineering drawing; Geometry; Engineering; Mathematical analysis; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.005971992654804325,"gpt":0.2009276520679233,"spread":0.194955659413119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005724417,0.00009909766,0.0001431837,0.0001530801,0.00005013379,0.00001666226,0.00004795553,0.0000395093,0.000002362185],"category_scores_gemma":[0.000006052529,0.0000845085,0.00003688243,0.0001587884,0.00002004871,0.00003950695,0.00001143163,0.00004944173,5.624069e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009968768,"about_ca_system_score_gemma":0.00000260573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003951357,"about_ca_topic_score_gemma":0.00001169237,"domain_scores_codex":[0.9995089,0.000009275012,0.0001979786,0.0001038123,0.00009684182,0.00008318595],"domain_scores_gemma":[0.999764,0.00008571932,0.00004065292,0.00006870471,0.00002553869,0.00001539656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003586111,0.0002379766,0.002737527,0.0006015582,0.0002683677,0.000003446867,0.0004557394,0.03735555,0.112231,0.08313687,0.0007970902,0.762139],"study_design_scores_gemma":[0.0001054404,0.00004744057,0.03250685,0.0001835507,0.00003446069,0.000002337307,0.00000393639,0.4995125,0.4494353,0.015514,0.002300059,0.0003541301],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4042076,0.0001007997,0.5953288,0.000021437,0.0000159409,0.00004582693,0.000001102691,0.0001425743,0.0001359008],"genre_scores_gemma":[0.9230412,0.00002331813,0.07685175,0.00001830631,0.00004238529,0.00000867099,0.00000295848,0.00001027143,0.000001188429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7617849,"threshold_uncertainty_score":0.3446157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4301692546","doi":"10.1007/978-3-031-79543-5_4","title":"Tilings by Polygons","year":2009,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on computer graphics and animation","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Combinatorics; Computer science; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01049545056609088,"gpt":0.1985884727212658,"spread":0.1880930221551749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001565541,0.0003962974,0.0003827046,0.0001553922,0.0002722247,0.0002940151,0.0002042672,0.0003301731,0.0002634081],"category_scores_gemma":[0.00001341778,0.0003042693,0.0001299993,0.00002834878,0.0001249262,0.00007878334,0.00004918597,0.0002542911,0.0000263995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000215296,"about_ca_system_score_gemma":0.00001871112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002612685,"about_ca_topic_score_gemma":0.00001217162,"domain_scores_codex":[0.9986222,0.00003507422,0.0002961241,0.0004961013,0.0003247467,0.0002257755],"domain_scores_gemma":[0.9992591,0.0001458423,0.0002084221,0.0002413365,0.00005700146,0.00008835563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002082174,0.00005519575,0.000003319165,0.0002717079,0.0001035427,0.00001413793,0.0003724686,0.00004175917,0.06519075,0.5481856,0.04716473,0.3383885],"study_design_scores_gemma":[0.0002927531,0.00108697,0.0002143405,0.001033189,0.0001885925,0.00006493532,0.000003945772,0.002479488,0.06236402,0.2279608,0.7026333,0.001677687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1600852,0.05159264,0.02666545,0.01298012,0.005557816,0.005007776,0.00312184,0.002950924,0.7320382],"genre_scores_gemma":[0.949949,0.003282545,0.003012705,0.006772153,0.001631853,0.00002683472,0.0001670129,0.0002244936,0.03493335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7898638,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4301005511","doi":"10.1007/978-3-031-79543-5_2","title":"Tiling Basics","year":2009,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on computer graphics and animation","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Disjoint sets; Substitution tiling; Plane (geometry); Intersection (aeronautics); Tessellation (computer graphics); Cover (algebra); Set (abstract data type); Mathematics; Combinatorics; Property (philosophy); Hexagonal tiling; Computer science; Grid; Geometry; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.0162565179498032,"gpt":0.2070603918079954,"spread":0.1908038738581922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001979751,0.0003831489,0.0003834367,0.0001742639,0.0002724476,0.0002972592,0.0001895096,0.0003163485,0.0002097382],"category_scores_gemma":[0.00001661316,0.000294896,0.0001348028,0.0000285158,0.0001018842,0.00008045468,0.0000532529,0.0002668249,0.00002635989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002294855,"about_ca_system_score_gemma":0.00002223628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008336276,"about_ca_topic_score_gemma":0.00001418606,"domain_scores_codex":[0.9986335,0.0000368466,0.0003049688,0.0004760512,0.0003360955,0.0002125196],"domain_scores_gemma":[0.9992161,0.0001728144,0.0002089386,0.0002542429,0.00007173828,0.00007619016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000982082,0.00001982979,0.000002997348,0.0001986874,0.00004685102,0.00001360321,0.000206573,0.0001419391,0.006000964,0.7134954,0.001483108,0.2782919],"study_design_scores_gemma":[0.0002892651,0.0009838484,0.000690692,0.001612297,0.0002086632,0.00006270048,0.000004522589,0.006886486,0.02903595,0.5003746,0.4581204,0.001730677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08799694,0.0198074,0.03409611,0.005215172,0.005445347,0.003575909,0.000785307,0.002110098,0.8409677],"genre_scores_gemma":[0.9741859,0.002144956,0.005768846,0.003805804,0.002264975,0.00001761162,0.00006652336,0.0001800061,0.01156542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8861889,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}