{"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":"c177c56afcf0","filters":{"venue":"Undergraduate Scholarly Showcase"}},"results":[{"id":"W3092590770","doi":"","title":"Using Temperature as a Predictor to Calculate Emergence Date","year":2020,"lang":"en","type":"article","venue":"Undergraduate Scholarly Showcase","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ectotherm; Climate change; Ecology; Habitat; Ecosystem; Geography; Environmental resource management; Environmental science; Biology","authors":[{"name":"Noah Bruce","is_ca":false},{"name":"Stephen F. Matter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03756990342063643,"gpt":0.298094728338236,"spread":0.2605248249175996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004114014,0.0003307626,0.0002019796,0.0004479194,0.0002379143,0.0005354076,0.0003391585,0.0003495296,0.01371866],"category_scores_gemma":[0.005699716,0.0002804266,0.0003116451,0.0004116352,0.00007364364,0.0004759943,0.0003009493,0.0007162911,0.006763758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253789,"about_ca_system_score_gemma":0.0003472866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01891784,"about_ca_topic_score_gemma":0.01861557,"domain_scores_codex":[0.9998752,0.00002857295,0.000005325249,0.00004485509,0.00003702527,0.000008918292],"domain_scores_gemma":[0.9985701,0.0009342863,0.000107832,0.00005824395,0.0002155767,0.0001139085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007065621,0.0002539454,0.3914364,0.000173513,0.0001381282,0.0001508269,0.0001854499,0.05221265,0.003962717,0.001009057,0.2941155,0.2556552],"study_design_scores_gemma":[0.00009210133,0.0003729471,0.1868751,0.0002052408,0.00009578421,0.0003535218,0.0003269985,0.7415289,0.009958183,0.00221256,0.05784651,0.0001321459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6648255,0.00582703,0.1977513,0.02165403,0.003083031,0.0003154005,0.03348912,0.01289423,0.06016037],"genre_scores_gemma":[0.8744612,0.002135003,0.07824503,0.0009907869,0.0003770649,0.000188184,0.01212815,0.001140906,0.03033367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01891784,"threshold_uncertainty_score":0.04589349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954129352","doi":"","title":"Barriers to gene flow in the lanceleaf stonecrop,?Sedum lanceolatum","year":2019,"lang":"en","type":"article","venue":"Undergraduate Scholarly Showcase","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gene flow; Biological dispersal; Biology; Population; Ridge; Ecology; Genetic variation; Evolutionary biology; Genetics; Gene; Demography","authors":[{"name":"D. Stamper","is_ca":false},{"name":"Theresa M. Culley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0269068327789167,"gpt":0.2124847510364144,"spread":0.1855779182574977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000137932,0.0001717766,0.0001403465,0.000471111,0.001099413,0.0006780906,0.000352805,0.0002230203,0.001607208],"category_scores_gemma":[0.0002696218,0.0001035782,0.00009517747,0.0004576419,0.0004483603,0.0001823967,0.0003084689,0.0003630742,0.0001406737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001923169,"about_ca_system_score_gemma":0.001396413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3413962,"about_ca_topic_score_gemma":0.6918174,"domain_scores_codex":[0.9999235,0.000006670113,0.000002285782,0.000020332,0.00002650233,0.000020856],"domain_scores_gemma":[0.9998705,0.0000268488,0.00002942337,0.000003191518,0.00004193461,0.00002795393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000561916,0.0001740396,0.5837854,0.0002862033,0.00007127437,0.001764316,0.01247973,0.001046382,0.2980248,0.001535753,0.002496241,0.09777413],"study_design_scores_gemma":[0.000008952772,0.00006584695,0.9894986,0.00003856899,0.00001167048,0.0001951688,0.002974188,0.0003457066,0.002308493,0.0001385906,0.004402716,0.00001144956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980214,0.0003824903,0.000140587,0.0001478884,0.000003367711,0.00000770668,0.00007259152,0.000009685536,0.001214404],"genre_scores_gemma":[0.9965037,0.0003021436,0.0007927127,0.00009356063,0.000003057576,0.000006292752,0.0001926219,0.000005494423,0.002100319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3413962,"threshold_uncertainty_score":0.6788182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949405604","doi":"","title":"Do fall migrant monarchs use solar elevation as a cue to mediate migration","year":2019,"lang":"en","type":"article","venue":"Undergraduate Scholarly Showcase","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Monarch butterfly; Danaus; Geography; Overwintering; Sky; Elevation (ballistics); Meteorology; Ecology; Biology; Lepidoptera genitalia","authors":[{"name":"Shaina Gerber","is_ca":false},{"name":"Patrick A. Guerra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04769434246498424,"gpt":0.2301387668897822,"spread":0.182444424424798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002595843,0.0001715334,0.0002089616,0.0002651256,0.000551371,0.001167394,0.0002794845,0.0003291696,0.004511645],"category_scores_gemma":[0.001204554,0.0001706538,0.0001197473,0.000304406,0.0003693023,0.0005084654,0.0003753794,0.0003012559,0.0008960522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004104289,"about_ca_system_score_gemma":0.0005617025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04548123,"about_ca_topic_score_gemma":0.09567566,"domain_scores_codex":[0.9999164,0.00001500443,0.00000334217,0.00002550565,0.00001550648,0.00002418039],"domain_scores_gemma":[0.9996543,0.00005192482,0.0001088958,0.00002651706,0.00006233557,0.00009601247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003560762,0.000163084,0.9222999,0.0001765998,0.0001064612,0.0001558615,0.002557929,0.0001951062,0.0147562,0.0007401248,0.007259688,0.05123306],"study_design_scores_gemma":[0.000007723203,0.00006400193,0.9939956,0.00004209295,0.00002103613,0.00004215429,0.001915689,0.0002858826,0.0004386596,0.0002118288,0.002966311,0.000008957201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991724,0.0008364299,0.0002545766,0.001130301,0.00005232804,0.000009050279,0.0002663168,0.0000193354,0.005707643],"genre_scores_gemma":[0.9953572,0.0006538985,0.0002763969,0.0003072642,0.00004164965,0.000006312454,0.0002366322,0.00001039485,0.003110261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04548123,"threshold_uncertainty_score":0.090433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2948400030","doi":"","title":"The Effect of Pacifiers on Speech and Language Production","year":2019,"lang":"en","type":"article","venue":"Undergraduate Scholarly Showcase","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pacifier; Medicine; Guideline; Presentation (obstetrics); Psychology; Pediatrics; Breastfeeding","authors":[{"name":"Ellyn Bernard","is_ca":false},{"name":"Dawn Girten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006389605359653843,"gpt":0.2502942490076631,"spread":0.2439046436480092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001418635,0.0003916733,0.0003257211,0.0005033668,0.0007215916,0.001083591,0.0005476941,0.0009848933,0.07100331],"category_scores_gemma":[0.007406909,0.0002290955,0.0003458351,0.0002402653,0.0002919657,0.0008194275,0.0008683656,0.001548423,0.01465153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000697316,"about_ca_system_score_gemma":0.001213278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575469,"about_ca_topic_score_gemma":0.004846359,"domain_scores_codex":[0.9990978,0.0002743535,0.00005039965,0.0001221161,0.0003940369,0.00006131545],"domain_scores_gemma":[0.9959465,0.002071387,0.0002436212,0.00006540576,0.001249018,0.0004241134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001578964,0.0007321752,0.009715295,0.001602637,0.00005700534,0.0004375178,0.001658762,0.00009209741,0.006025772,0.0004537209,0.3888179,0.588828],"study_design_scores_gemma":[0.000396127,0.007092907,0.1515194,0.006531301,0.000197194,0.004072207,0.007982215,0.0009371248,0.0220361,0.002216635,0.796862,0.0001567066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2721781,0.3258205,0.006102581,0.1777318,0.02862858,0.001279006,0.004627183,0.001155531,0.1824768],"genre_scores_gemma":[0.4217473,0.1704058,0.01163995,0.02297091,0.006347287,0.001103138,0.002650531,0.0005435307,0.3625917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07100331,"threshold_uncertainty_score":0.2375298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}