{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"efbe2986a843","filters":{"venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)"}},"results":[{"id":"W1729977867","doi":"","title":"Beyond the Scores: Using Candidate Responses on High Stakes Performance Assessment to Inform Teacher Preparation for English Learners.","year":2009,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pedagogy; Psychology; Mathematics education; Variety (cybernetics); Teacher education; Sociology; Teacher preparation; Quarter (Canadian coin); History; Archaeology; Mathematics","authors":[{"name":"George C. Bunch","is_ca":false},{"name":"Julia Aguirre","is_ca":false},{"name":"Kip Téllez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03961253567595996,"gpt":0.3355352411582134,"spread":0.2959227054822534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008462111,0.0003202824,0.0002454748,0.00155186,0.000510563,0.001352075,0.0005269311,0.0006342352,0.001857667],"category_scores_gemma":[0.04434007,0.0001891537,0.0001778603,0.0009671578,0.0003972601,0.001889805,0.001074139,0.0009130895,0.001526343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004317241,"about_ca_system_score_gemma":0.001169328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730863,"about_ca_topic_score_gemma":0.01509138,"domain_scores_codex":[0.9952611,0.003304896,0.0002842891,0.0002578211,0.0006899565,0.0002020279],"domain_scores_gemma":[0.9807615,0.01012763,0.003590928,0.0008796151,0.003269003,0.001371368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006203281,0.0009186303,0.7651339,0.0001361965,0.00005925941,0.0002168144,0.01138622,0.0002913312,0.002055494,0.0009002562,0.008104728,0.2101769],"study_design_scores_gemma":[0.00008133081,0.001408494,0.9533917,0.0002557108,0.00006722869,0.0001678925,0.02407883,0.003484095,0.003785248,0.002640235,0.01055979,0.00007953238],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773558,0.0001658593,0.004441706,0.001086316,0.00008314502,0.000250527,0.0006792188,0.00009305488,0.01584424],"genre_scores_gemma":[0.9898308,0.0001607414,0.00549345,0.0001848372,0.00001732527,0.0004997603,0.0004465102,0.00001566501,0.0033509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008462111,"threshold_uncertainty_score":0.04475248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000465536","doi":"10.1109/tit.2020.2967048","title":"On the Commitment Capacity of Unfair Noisy Channels","year":2020,"lang":"","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Oblivious transfer; Computer science; Channel (broadcasting); Cryptography; Binary symmetric channel; Binary number; Adversary; Cryptographic primitive; Channel capacity; Computer security; Point (geometry); Theoretical computer science; Noise (video); Cryptographic protocol; Computer network; Mathematics; Artificial intelligence; Arithmetic","authors":[{"name":"Anderson C. A. Nascimento","is_ca":true},{"name":"Claude Crépeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02639158041173163,"gpt":0.189650103942081,"spread":0.1632585235303493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005256943,0.001095874,0.001529866,0.002886118,0.002207727,0.005074656,0.002638388,0.002143959,0.007391327],"category_scores_gemma":[0.034231,0.0008250755,0.001061088,0.002155551,0.01154157,0.01172062,0.00422259,0.005565234,0.001091894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004125438,"about_ca_system_score_gemma":0.002230913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952234,"about_ca_topic_score_gemma":0.0006502285,"domain_scores_codex":[0.9952773,0.001495399,0.0001497743,0.000764865,0.001106481,0.001206192],"domain_scores_gemma":[0.9464344,0.04395395,0.002280205,0.003470347,0.002496007,0.00136511],"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":[0.0001317624,0.00004764984,0.0002711845,0.0001076552,0.00002145648,0.0001226654,0.0003136311,0.06205735,0.001668315,0.9290463,0.001342351,0.004869687],"study_design_scores_gemma":[0.00001998338,0.00003721888,0.0001988035,0.00009379652,0.00001497379,0.00009986616,0.0001117585,0.2070253,0.001815865,0.7891307,0.001387646,0.00006394275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3006952,0.004938275,0.5983719,0.005803708,0.0003640084,0.0001489497,0.0006911209,0.0003725979,0.08861414],"genre_scores_gemma":[0.9717516,0.002279103,0.0185944,0.0003747634,0.0003592696,0.0001879187,0.0001807238,0.0001530737,0.006119115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007391327,"threshold_uncertainty_score":0.02993226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2784887682","doi":"","title":"The New Romans: Ethnic Economic Activities in Rome","year":2006,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Historical and Religious Studies of Rome","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnic group; History; Political science; Sociology; Anthropology","authors":[{"name":"Pierpaolo Mudu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01177085582708303,"gpt":0.1743869176617103,"spread":0.1626160618346273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004625961,0.0002121089,0.000194034,0.00049994,0.004050774,0.002784302,0.0002415626,0.0004698864,0.00422668],"category_scores_gemma":[0.0003784476,0.0001779804,0.0001168649,0.0008585868,0.004468474,0.0009826453,0.002177646,0.0009922638,0.0006513951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624962,"about_ca_system_score_gemma":0.0006567924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004636654,"about_ca_topic_score_gemma":0.02603992,"domain_scores_codex":[0.9995701,0.0002210044,0.00001037061,0.0000239111,0.00006228202,0.0001123615],"domain_scores_gemma":[0.9998981,0.00001851669,0.00002281459,0.00001111859,0.000008297127,0.00004112607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001203834,0.0001573246,0.01494419,0.0003151792,0.00001109969,0.00500718,0.2861576,0.0002874441,0.0006502864,0.510105,0.08294968,0.0992947],"study_design_scores_gemma":[0.00001016182,0.00003092537,0.01472054,0.000236039,0.000003021955,0.001164147,0.1024861,0.000057761,0.00008643765,0.002392375,0.8788037,0.000008605137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1747435,0.008088653,0.000233712,0.005519663,0.0004166551,0.00002003955,0.00003846138,0.00001739234,0.8109218],"genre_scores_gemma":[0.8533078,0.007108205,0.0004289522,0.0009777572,0.0002123993,0.00002184475,0.00004723444,0.00002543984,0.1378705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004636654,"threshold_uncertainty_score":0.01413965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2780031518","doi":"","title":"Envisioning Mothers: Visualizations and the Invisibility of Motherhood","year":2017,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oppression; Invisibility; Identity (music); Gender studies; Inequality; Sociology; Social inequality; Social identity theory; Social psychology; Psychology; Political science; Social group; Social science; Politics; Aesthetics","authors":[{"name":"Natalie Jolly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02066111118443522,"gpt":0.2484137803091883,"spread":0.2277526691247531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276493,0.0004400939,0.0001252668,0.002105542,0.001564579,0.005042485,0.000379309,0.0006331942,0.007402615],"category_scores_gemma":[0.006200199,0.0001891912,0.0002131888,0.001286066,0.002980985,0.003869055,0.002684398,0.0007180596,0.0004553574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265417,"about_ca_system_score_gemma":0.0007847411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009376703,"about_ca_topic_score_gemma":0.01334042,"domain_scores_codex":[0.9994767,0.0003673674,0.00001188518,0.00003401034,0.00007134426,0.0000386393],"domain_scores_gemma":[0.9974701,0.00199355,0.0001567881,0.0001483146,0.0001375959,0.00009364074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004494555,0.00005067537,0.01653095,0.001124777,0.00004215134,0.001377274,0.4826297,0.001530411,0.005140347,0.2498699,0.07171731,0.1695369],"study_design_scores_gemma":[0.00004265013,0.00007699298,0.01618041,0.001970422,0.00007570496,0.0009507132,0.2499836,0.004189193,0.002761914,0.05656829,0.6671015,0.00009853883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.544981,0.01009775,0.05107642,0.03052321,0.001516764,0.0001161903,0.002882071,0.003076421,0.3557301],"genre_scores_gemma":[0.97518,0.002881157,0.01193106,0.0006682314,0.0001592126,0.00007428136,0.0003987676,0.0003861103,0.008320995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009376703,"threshold_uncertainty_score":0.02476424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7086614411","doi":"","title":"Toward a luminescence chronology for coastal dune and beach deposits on Calvert Island, British Columbia central coast, Canada","year":2015,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Natural Language Processing Techniques","field":"Computer Science","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":"Chronology; Radiocarbon dating; Thermoluminescence dating; Optically stimulated luminescence; Plateau (mathematics); Glacial period; Quaternary; Pleistocene","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01173226436661877,"gpt":0.1848457241241352,"spread":0.1731134597575165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005916094,0.0003839453,0.0001949828,0.006428556,0.002916083,0.001852965,0.001011702,0.0002593263,0.003025872],"category_scores_gemma":[0.001294991,0.0002342363,0.0001417101,0.005243128,0.0005254844,0.0004310881,0.0006043433,0.0005395943,0.0006079624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02200258,"about_ca_system_score_gemma":0.02076353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880918,"about_ca_topic_score_gemma":0.9982771,"domain_scores_codex":[0.9996002,0.00002154061,0.0000320658,0.00008399586,0.0001820535,0.00008017479],"domain_scores_gemma":[0.9968509,0.00006291641,0.0002001931,0.00006631824,0.002640327,0.0001792995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001126158,0.00007954966,0.7955468,0.0002654616,0.00004886039,0.0004412264,0.004223152,0.00143835,0.0186086,0.0009830209,0.0137009,0.1645515],"study_design_scores_gemma":[0.000008160699,0.00002537444,0.9609683,0.0001572903,0.00002381654,0.0001044495,0.003630324,0.001092568,0.001929079,0.00006466196,0.03197565,0.0000203368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299523,0.004141802,0.006094609,0.0007433185,0.00009719659,0.0005481339,0.01696124,0.0004168464,0.04104443],"genre_scores_gemma":[0.9382133,0.002613379,0.02572099,0.0003296308,0.00002107123,0.0002532837,0.008808311,0.0001374724,0.02390252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02200258,"threshold_uncertainty_score":0.1596406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989850907","doi":"","title":"Clayoquot Sound Harmful Algal Blooms Investigation of Herbert Inlet - 2019","year":2020,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary 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":"Nucleofection; Gestational period; Nekton; Diafiltration","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01493787974716452,"gpt":0.16523510189815,"spread":0.1502972221509855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607914,0.0002494134,0.0002338422,0.001302611,0.001866909,0.0007302264,0.0003264264,0.0003215981,0.001456537],"category_scores_gemma":[0.0003397964,0.0001714088,0.0001978709,0.001143942,0.0003075947,0.0001991712,0.0006672194,0.0003226173,0.0001984417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003771031,"about_ca_system_score_gemma":0.002996405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7469443,"about_ca_topic_score_gemma":0.9335574,"domain_scores_codex":[0.9997531,0.000006912519,0.00001031533,0.00004214417,0.000126775,0.00006075772],"domain_scores_gemma":[0.9996642,0.00001565965,0.00004635075,0.00001004057,0.0001702899,0.00009351168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001483026,0.0000816349,0.9605395,0.000078735,0.00002907708,0.002441433,0.003029411,0.0001665587,0.01460214,0.0001375648,0.002555792,0.01618988],"study_design_scores_gemma":[0.000001573598,0.00002632708,0.9943407,0.00001655882,0.000006692403,0.000152488,0.001890627,0.0001310836,0.0005949381,0.000009938753,0.002823436,0.000005538834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993354,0.0001986386,0.0001115423,0.00008171541,0.00001907059,0.00004497129,0.001300887,0.00003014853,0.004859048],"genre_scores_gemma":[0.9909752,0.0002272019,0.0007960206,0.0001323096,0.00001170727,0.00003328346,0.00175122,0.000009823254,0.006063278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2530557,"threshold_uncertainty_score":0.509092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7008676404","doi":"","title":"Clayoquot Sound Harmful Algal Blooms Investigation of Warn Bay to Tranquil Inlet - 2019","year":2021,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary 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":"Bay; Algal bloom; Nutrient; Inlet; Shellfish; Transect; Nekton; Algae","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01196882251146304,"gpt":0.1718131596001045,"spread":0.1598443370886414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001570237,0.0003075935,0.0002365525,0.001257655,0.001900988,0.0007588783,0.0004003686,0.0003486393,0.001833642],"category_scores_gemma":[0.0003827793,0.0002052189,0.0001948802,0.001809938,0.0003650107,0.0001979948,0.0008301249,0.0004518672,0.0002474038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00464513,"about_ca_system_score_gemma":0.004060224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8782389,"about_ca_topic_score_gemma":0.9641626,"domain_scores_codex":[0.9998198,0.000007084946,0.000009923072,0.00003894715,0.00007681559,0.00004749557],"domain_scores_gemma":[0.9994575,0.00002606611,0.0000671434,0.00001744313,0.0002931876,0.0001385392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001142215,0.00005848382,0.9733163,0.00006317876,0.00002532208,0.001283274,0.00303385,0.0002188942,0.008984186,0.00006847826,0.001340936,0.01149295],"study_design_scores_gemma":[0.000001540754,0.00002104462,0.9963769,0.00001041235,0.000003497956,0.00008083808,0.002066424,0.0001026063,0.0002750591,0.000005612228,0.001052876,0.000003312146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940677,0.00008298072,0.00008814276,0.00007378622,0.00001424074,0.00003694668,0.001261267,0.00001570595,0.004359382],"genre_scores_gemma":[0.9929674,0.0001559048,0.000479617,0.0001144011,0.000005621621,0.0000401293,0.001359225,0.000007432772,0.004870377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1217611,"threshold_uncertainty_score":0.2449563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009289077","doi":"","title":"Disability Accessibility in Washington Courts","year":2022,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Alexander von Humboldt Studies","field":"Immunology and Microbiology","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":"State (computer science); Accommodation; Reasonable accommodation; Diversity (politics); Interpretation (philosophy); Mental illness; Disability discrimination; Judicial interpretation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0154801680862786,"gpt":0.2085206837067546,"spread":0.193040515620476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001249113,0.0001030242,0.000191081,0.002571871,0.004638923,0.005703812,0.0003721364,0.0009522467,0.005609074],"category_scores_gemma":[0.007206034,0.0001563066,0.0001369268,0.003291096,0.003149572,0.002748086,0.002641544,0.0009632261,0.0002469205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00529166,"about_ca_system_score_gemma":0.007432003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1445479,"about_ca_topic_score_gemma":0.2579363,"domain_scores_codex":[0.9984174,0.0004643171,0.0001532525,0.0001549101,0.0004794494,0.0003306494],"domain_scores_gemma":[0.9958529,0.001846006,0.0008679797,0.0001043668,0.0009166075,0.0004121468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000116075,0.0001429635,0.1348008,0.002105019,0.00007425575,0.01255547,0.1597327,0.0005125724,0.002441883,0.1548355,0.02546239,0.5072203],"study_design_scores_gemma":[0.000009183106,0.0001586596,0.2395464,0.00550446,0.00005281701,0.006058822,0.272301,0.0001147191,0.001079981,0.0142811,0.4608044,0.00008860669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6181953,0.1142357,0.0009272154,0.02390418,0.0004523887,0.00004560203,0.0003116335,0.000022725,0.2419053],"genre_scores_gemma":[0.9581653,0.03016761,0.0002749416,0.001744037,0.00006615953,0.00001928025,0.00008669494,0.000005657033,0.009470343],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1445479,"threshold_uncertainty_score":0.2874131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2239482684","doi":"","title":"The match game: Instructional design for every learner","year":2005,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","authors":[{"name":"Patricia McGee","is_ca":false},{"name":"Uli Rauch","is_ca":true},{"name":"Colleen Carmean","is_ca":false},{"name":"Cyprien Lomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02051552478795637,"gpt":0.2369534563999567,"spread":0.2164379316120003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726377,0.0006830482,0.000382507,0.0004178309,0.0006198647,0.002190627,0.001133164,0.001368318,0.01606997],"category_scores_gemma":[0.004766076,0.0004428517,0.0003620766,0.0002523515,0.0006520393,0.002126029,0.002429899,0.00107452,0.004738955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005350426,"about_ca_system_score_gemma":0.001161748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114162,"about_ca_topic_score_gemma":0.002165086,"domain_scores_codex":[0.9991633,0.0004554598,0.00004782183,0.00008676823,0.0001945767,0.0000521091],"domain_scores_gemma":[0.9992226,0.0003659042,0.00003757221,0.0001022462,0.0001407801,0.0001309428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007868324,0.0009129844,0.001985363,0.0007540692,0.00006540707,0.0002934886,0.004701967,0.006443668,0.02233815,0.09956136,0.2325783,0.6295785],"study_design_scores_gemma":[0.0003699643,0.0005035354,0.001221189,0.000246002,0.00005944563,0.0003838961,0.0008736897,0.02324877,0.01034154,0.05475415,0.9078956,0.000102189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02078654,0.001014183,0.8661261,0.004865319,0.001245129,0.002189594,0.00116661,0.0140637,0.08854277],"genre_scores_gemma":[0.1216751,0.0008483427,0.8011526,0.002459295,0.0001197857,0.003955537,0.0009881235,0.001413168,0.06738799],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01606997,"threshold_uncertainty_score":0.05375946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111896346","doi":"","title":"Temperature or Nutrients? Changes in Diatom Abundance and Diatom/Dinoflagellate Ratio during Marine Heat Waves in Tofino Inlet, British Columbia, Canada from 2013 to 2023","year":2025,"lang":"","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary 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":"Phytoplankton; Diatom; Abundance (ecology); Plankton; Trophic level; Climate change; Relative species abundance; Silicate","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004195057768956399,"gpt":0.1518678474241176,"spread":0.1476727896551612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002442216,0.0004216217,0.0003445106,0.000901817,0.001856368,0.001072412,0.000901287,0.000430089,0.002745143],"category_scores_gemma":[0.000759811,0.0002650758,0.0003612973,0.002324031,0.0005111112,0.0003201505,0.0006324879,0.0007410492,0.000412034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01817567,"about_ca_system_score_gemma":0.01606558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960966,"about_ca_topic_score_gemma":0.9988187,"domain_scores_codex":[0.9997429,0.000009402948,0.00001690938,0.00005617769,0.000068691,0.0001058981],"domain_scores_gemma":[0.9986367,0.00003614242,0.0001468885,0.00002271202,0.0008241872,0.0003334192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007534009,0.00002987753,0.986626,0.00005445268,0.00004740325,0.0001521862,0.0009088136,0.0001247826,0.0005355162,0.0000596757,0.004417953,0.006967906],"study_design_scores_gemma":[0.000003507429,0.000005513899,0.9964736,0.00003597685,0.00001552932,0.0000193152,0.001955899,0.0001560308,0.00006119781,0.00000788287,0.001258425,0.000007202105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804072,0.001166919,0.00009894382,0.0007704835,0.00006076441,0.00003690377,0.01343258,0.00002151225,0.004004731],"genre_scores_gemma":[0.9869485,0.001098729,0.0002073897,0.0002907904,0.00001796427,0.00004239172,0.006077462,0.0000115363,0.005305248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01817567,"threshold_uncertainty_score":0.1318743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029261717","doi":"","title":"Ã’The Journey I Have Been ThroughÓ: The Role of Religion and Spirituality in Aging Well Among HIV-Positive Older Adults","year":2017,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Toronto; Fulbright Canada; McMaster University; University of Washington","keywords":"Spirituality; Mindfulness; Psychological intervention; Feeling; Qualitative research; Human immunodeficiency virus (HIV)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0117778746710316,"gpt":0.2487852519999802,"spread":0.2370073773289486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002906052,0.0001545121,0.0001929144,0.0003459036,0.005092353,0.001890945,0.0005084348,0.0005989496,0.001348304],"category_scores_gemma":[0.003937576,0.000195651,0.0001811875,0.0002846023,0.004505422,0.002995626,0.003078853,0.001868788,0.0001428427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698942,"about_ca_system_score_gemma":0.003793389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01544621,"about_ca_topic_score_gemma":0.05734785,"domain_scores_codex":[0.9987673,0.0008985797,0.00003237266,0.0000421347,0.00009875623,0.0001609576],"domain_scores_gemma":[0.998314,0.0006037455,0.0002142928,0.00006803444,0.0001650153,0.000634845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003093854,0.00006180821,0.0185325,0.0001310458,0.000007720478,0.0006002542,0.9568921,0.00001443616,0.0004896029,0.001321824,0.003186786,0.01873099],"study_design_scores_gemma":[0.000002983265,0.00005766488,0.01172708,0.0001335249,0.000005810853,0.0003167657,0.9736859,0.00002215247,0.00009313738,0.0002518944,0.01369414,0.000008961732],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851016,0.001551122,0.0003252623,0.008372203,0.0001048514,0.00003472161,0.00003297544,0.000007837642,0.004469342],"genre_scores_gemma":[0.9957002,0.001097218,0.0004103815,0.001535311,0.00001291846,0.00002290628,0.00001754892,0.000004591902,0.001199009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544621,"threshold_uncertainty_score":0.0307126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7006447429","doi":"","title":"The Truth Behind the Lies: The Canadian Federal Government's Intentions Behind the Creation of Residential Schools","year":2023,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Canadian Identity and History","field":"Social 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":"Circumstantial evidence; Hyporeflexia; Nucleofection; Pretext; TSG101; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01223912390675283,"gpt":0.20139161628379,"spread":0.1891524923770371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008577927,0.0003067863,0.0004044553,0.001778566,0.06055787,0.01820654,0.00209444,0.006808006,0.008587438],"category_scores_gemma":[0.01865821,0.0004941085,0.0003789345,0.002994653,0.03235271,0.004543555,0.005171805,0.01326395,0.000435302],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1953966,"about_ca_system_score_gemma":0.3602809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995303,"about_ca_topic_score_gemma":0.9977831,"domain_scores_codex":[0.9897532,0.001804031,0.000129924,0.0005259249,0.00261405,0.005172917],"domain_scores_gemma":[0.986584,0.003534483,0.0004635825,0.0003842316,0.005481304,0.003552291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005103093,0.00003814106,0.004886369,0.00004021877,0.00001074191,0.0001668786,0.09008509,0.000312394,0.0001599381,0.8356165,0.05326256,0.0153701],"study_design_scores_gemma":[0.00004577125,0.00002698056,0.02635734,0.0004766955,0.00005397792,0.00007057042,0.3173983,0.0008115254,0.0006032291,0.07608009,0.5778707,0.0002048743],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1782701,0.003785579,0.00101913,0.3228997,0.0008240995,0.00009083185,0.0002833309,0.00004104585,0.4927862],"genre_scores_gemma":[0.9545246,0.001028982,0.0003505542,0.01041082,0.0000667551,0.0000188675,0.00003346353,0.00003170354,0.03353426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1953966,"threshold_uncertainty_score":0.9332259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7064685217","doi":"","title":"The Causes and Effects of Teacher Attrition Amongst Secondary Educators","year":2023,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","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":"Attrition; Affect (linguistics); Data collection; Teacher education; School teachers","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007967193166507538,"gpt":0.1741353414924207,"spread":0.1661681483259132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003038868,0.0001389271,0.0004021636,0.00208616,0.002005586,0.001205191,0.0007320152,0.0005399102,0.003589676],"category_scores_gemma":[0.02273295,0.0002750409,0.000562685,0.001359018,0.0007003957,0.000591767,0.002145914,0.001325117,0.0004661444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220047,"about_ca_system_score_gemma":0.002192358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02319025,"about_ca_topic_score_gemma":0.0216949,"domain_scores_codex":[0.995746,0.001490749,0.0003735861,0.0002569879,0.001204434,0.0009283199],"domain_scores_gemma":[0.9727396,0.006565178,0.0122682,0.001225555,0.004315579,0.002885854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003323258,0.00005916207,0.9936504,0.00001381679,0.00001089468,0.0000815712,0.001326099,0.0000248481,0.00002791776,0.00005247421,0.0002488119,0.004470848],"study_design_scores_gemma":[0.000001639244,0.0000406716,0.9946293,0.00004365491,0.000007971619,0.0001245548,0.004627577,0.00009336283,0.00004379029,0.00006555202,0.0003186576,0.000003225984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981231,0.000200875,0.00008780273,0.0004774041,0.00001015991,0.00001256544,0.00008745059,0.000007574597,0.0009930519],"genre_scores_gemma":[0.9995022,0.00009522791,0.00002822606,0.0000390907,0.000008150096,0.000009435857,0.00004297403,0.000002107953,0.0002726191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02319025,"threshold_uncertainty_score":0.04611057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7046058815","doi":"","title":"Clayoquot Sound Harmful Algal Blooms Investigation of Sydney Inlet - 2019","year":2020,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Algal bloom; Inlet; Phytoplankton; Sound (geography); Nutrient; Nitrate; Chlorophyll a; Hydrology (agriculture)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0162547858555073,"gpt":0.1977941683795961,"spread":0.1815393825240888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001688418,0.00018479,0.0001436844,0.001011456,0.001433955,0.0005298771,0.0002263489,0.0002235193,0.001169959],"category_scores_gemma":[0.000256578,0.0001739689,0.0001614225,0.0009105292,0.0003129999,0.0001962912,0.0006338101,0.000351094,0.00022634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441603,"about_ca_system_score_gemma":0.00131549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2636259,"about_ca_topic_score_gemma":0.6712387,"domain_scores_codex":[0.9998466,0.00000776739,0.000008199908,0.00002369039,0.00008664443,0.00002710638],"domain_scores_gemma":[0.999757,0.00001377958,0.0000359665,0.000009489988,0.0001247716,0.00005895821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000166482,0.00008781177,0.9393942,0.0001045822,0.0000259873,0.002270106,0.006299279,0.0002150101,0.02717259,0.0002186931,0.003286899,0.02075839],"study_design_scores_gemma":[0.000001875871,0.0000462523,0.9921841,0.00001550671,0.00000538534,0.0001611865,0.00287372,0.000148675,0.001169345,0.00002142877,0.00336797,0.000004611451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907629,0.00009493424,0.0001369622,0.00007936275,0.00001929,0.00004608379,0.0008109306,0.00002169268,0.008027842],"genre_scores_gemma":[0.9896755,0.0002207301,0.001071867,0.0001325429,0.00001146028,0.00004412842,0.001343286,0.00001058448,0.007489986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7363741,"threshold_uncertainty_score":0.5241829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7068179557","doi":"","title":"Next-Generation Biomass Mapping for Regional Emissions and Carbon Inventories: Incorporating Uncertainty in Wildland Fuel Characterization","year":2019,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Evolution and Genetic Dynamics","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":"Biomass (ecology); Vegetation (pathology); Geospatial analysis; Land cover; Spatial variability; Land use; Vegetation type; Fuel efficiency","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01901039811212261,"gpt":0.1991520209001785,"spread":0.1801416227880558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001461435,0.0002482698,0.0002790247,0.0009184894,0.000285244,0.000757791,0.0005455256,0.0003079227,0.0004881958],"category_scores_gemma":[0.004046307,0.0002267853,0.0003191777,0.001068865,0.0001709515,0.00120152,0.0004896218,0.0004029822,0.000103076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066364,"about_ca_system_score_gemma":0.0009086165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0287643,"about_ca_topic_score_gemma":0.04084415,"domain_scores_codex":[0.9998055,0.00006184803,0.000008572165,0.00005002811,0.00005096216,0.00002309706],"domain_scores_gemma":[0.9993795,0.0002581353,0.00007362112,0.0001115893,0.000151455,0.00002571665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00003407218,0.00006275344,0.04120041,0.00002146241,0.00006254522,0.00006051416,0.00007826,0.8830239,0.003720585,0.00619727,0.0006938181,0.06484441],"study_design_scores_gemma":[0.00000373455,0.000006209466,0.005453953,0.000005657171,0.000007207505,0.00001079792,0.00001605347,0.9882288,0.001072743,0.004201306,0.0009836481,0.000009875724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3771616,0.000218518,0.6169724,0.0003137011,0.00002615379,0.00003361523,0.001860149,0.0007573135,0.002656472],"genre_scores_gemma":[0.8498269,0.0001451501,0.1472414,0.00004961105,0.00001025225,0.00005398747,0.002072594,0.00007671396,0.0005234872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0287643,"threshold_uncertainty_score":0.05719376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111747542","doi":"","title":"Tracking Trouble: Spatial and Temporal Distribution of Potentially Harmful Algae Species in Clayoquot Sound, BC","year":2025,"lang":"","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","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":"Dinophysis; Algal bloom; Phytoplankton; Eutrophication; Fish kill; Algae; Ecosystem; Trophic level; Aquaculture","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01327171648103664,"gpt":0.211792456456636,"spread":0.1985207399755993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835571,0.0001768577,0.000136184,0.001694074,0.0009427817,0.0005882022,0.0005817107,0.0003007299,0.001192215],"category_scores_gemma":[0.0006428132,0.0001852102,0.0001141066,0.001831732,0.0003316752,0.0002721985,0.000650318,0.0002537169,0.0003389815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003224084,"about_ca_system_score_gemma":0.001988608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7941247,"about_ca_topic_score_gemma":0.9220865,"domain_scores_codex":[0.9997349,0.00001632128,0.00001974077,0.00006627179,0.00009918365,0.00006354561],"domain_scores_gemma":[0.9991755,0.00005853622,0.0001637768,0.00002256985,0.0003740839,0.0002054776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004575715,0.00002330901,0.9870359,0.00003571385,0.00001836392,0.0001263911,0.001096368,0.0001058041,0.001766943,0.00002569014,0.001017104,0.008702636],"study_design_scores_gemma":[0.000001372059,0.000008049801,0.9981241,0.000008874945,0.000003623744,0.00004268375,0.0009214439,0.0001661326,0.00009136547,0.000005229037,0.0006244861,0.000002714962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938602,0.0001278689,0.0001700334,0.00007402764,0.000007463667,0.00003464183,0.003283138,0.00002036972,0.002422309],"genre_scores_gemma":[0.9954801,0.000176628,0.0006345186,0.00005568575,0.000005086569,0.0000449216,0.001753848,0.000005365366,0.001843916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2058753,"threshold_uncertainty_score":0.4141754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061478843","doi":"","title":"Promoting Students’ Critical and Active Engagement in Socio-Scientific Problems: Inter-Trans-National Perspectives","year":2019,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Science education; Professional development; Scientific consensus; Science communication; Critical thinking","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01461079567553326,"gpt":0.2421633603678254,"spread":0.2275525646922922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01371561,0.0009073486,0.0008223676,0.002819957,0.01815115,0.02825238,0.002703236,0.005853523,0.006560575],"category_scores_gemma":[0.008680621,0.0006494909,0.0007674248,0.001935002,0.02795498,0.0133285,0.02467243,0.01500954,0.001418612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006772378,"about_ca_system_score_gemma":0.01155707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00346771,"about_ca_topic_score_gemma":0.008336185,"domain_scores_codex":[0.9870867,0.007449542,0.0003141853,0.0007617941,0.001209826,0.003177986],"domain_scores_gemma":[0.9870868,0.004314858,0.0009521373,0.0006944916,0.001491551,0.005460112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002271044,0.0005257679,0.006413477,0.000223343,0.00001260981,0.0004579269,0.8802421,0.0001010563,0.0005250982,0.0866176,0.004904281,0.01995399],"study_design_scores_gemma":[0.000008072427,0.00008148797,0.002394571,0.0004398999,0.00001314164,0.0002246175,0.8781131,0.0002057088,0.0003959503,0.0149348,0.1031656,0.00002309826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6091615,0.005986732,0.006447534,0.1334293,0.001353134,0.0002460358,0.00005565287,0.0001203427,0.2431997],"genre_scores_gemma":[0.9790114,0.002625544,0.001670711,0.005175473,0.000149264,0.0001586245,0.00002417962,0.00005982578,0.01112495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02825238,"threshold_uncertainty_score":0.07253593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989661702","doi":"","title":"Book Review of Understanding Social Inequality: Intersections of Clars, Age, Gender, Ethnicity, and Race in Canada","year":2006,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Race (biology); Class (philosophy); Ethnic group; Social constructionism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05766991134173004,"gpt":0.2619396130057397,"spread":0.2042697016640097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001189171,0.001029147,0.001617957,0.00733181,0.005050511,0.00464989,0.002305051,0.001512001,0.02225067],"category_scores_gemma":[0.004104096,0.0004958943,0.000683291,0.02328684,0.002912041,0.002230753,0.001079299,0.002560772,0.002370595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05255317,"about_ca_system_score_gemma":0.09762232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9694484,"about_ca_topic_score_gemma":0.9870294,"domain_scores_codex":[0.9990293,0.00008782984,0.00003657516,0.00009415714,0.0006207702,0.0001314096],"domain_scores_gemma":[0.9955383,0.0006837559,0.00009224299,0.00006064549,0.00337472,0.0002503343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001449929,0.00001283292,0.0004970949,0.0007908511,0.00001887871,0.00004437159,0.000641899,0.0002850259,0.00004297571,0.01613105,0.8893098,0.09221072],"study_design_scores_gemma":[0.00000453353,0.000003993419,0.002638918,0.001163542,0.00002104365,0.00005154356,0.0006196196,0.00007515825,0.00002251288,0.001858148,0.9935244,0.00001657697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001136604,0.8584966,0.0008367065,0.05090024,0.01183492,0.00005192544,0.001661239,0.00007305112,0.07500878],"genre_scores_gemma":[0.01517652,0.8560767,0.001474449,0.01100067,0.00395845,0.00008633809,0.001039022,0.0001148607,0.111073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05255317,"threshold_uncertainty_score":0.3813018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125294814","doi":"","title":"The Incidence of High Medical Expenses by Health Status in Seven Developed Countries","year":2016,"lang":"en","type":"preprint","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Global Health Care Issues","field":"Health Professions","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":"Medical expenses; Quarter (Canadian coin); Health care; Business; Cost sharing; Social determinants of health; Demographic economics; Public economics; Environmental health; Economic growth; Medicine; Economics; Nursing; Geography; Medical emergency","authors":[{"name":"Katherine Baird","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02405648181589288,"gpt":0.3081871737848477,"spread":0.2841306919689549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007190545,0.0002468353,0.0002178628,0.002870853,0.0004351958,0.0008944998,0.0002655962,0.0002881959,0.001033421],"category_scores_gemma":[0.00213955,0.0002023431,0.0003109157,0.002888275,0.0007859722,0.0004658077,0.001592661,0.0003029133,0.0001736743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005394673,"about_ca_system_score_gemma":0.0003585264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01916954,"about_ca_topic_score_gemma":0.02101487,"domain_scores_codex":[0.9993618,0.0002489833,0.00008747599,0.00006535056,0.00007607594,0.000160334],"domain_scores_gemma":[0.9975799,0.0004499964,0.001326692,0.0001085996,0.000243758,0.0002910237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006562035,0.00002519308,0.9966169,0.00001797535,0.00004784556,0.00006867509,0.0003186401,0.000181448,0.00007641048,0.0001550867,0.0002897432,0.002136429],"study_design_scores_gemma":[0.000005666598,0.00003623589,0.998355,0.0000098333,0.00001241679,0.00007307115,0.001048875,0.00009255215,0.00005226923,0.00003510971,0.0002749001,0.000004089056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977391,0.0001711715,0.00003008565,0.00004654196,0.000002971432,0.000008578432,0.0009367492,0.000002799645,0.001062019],"genre_scores_gemma":[0.998282,0.0001805825,0.00005451531,0.00002467911,0.000003664942,0.000009850563,0.001288128,0.000001117269,0.0001555404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01916954,"threshold_uncertainty_score":0.03811592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2236570116","doi":"","title":"Of Beargrass and Multitudes","year":2013,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Archaeology and Natural History","field":"Social 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":"Glacier; National park; History; Club; Geography; Meteorology; Geology; Physical geography; Archaeology","authors":[{"name":"Sheri Gietzen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01082414792314604,"gpt":0.2038124408058766,"spread":0.1929882928827305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001556913,0.000691885,0.0006543432,0.001439976,0.01632536,0.01011786,0.001554873,0.002069457,0.1006893],"category_scores_gemma":[0.004279848,0.0003181958,0.0003795596,0.001591677,0.01318368,0.01058837,0.01459527,0.005376828,0.01474493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004201703,"about_ca_system_score_gemma":0.003518824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01390265,"about_ca_topic_score_gemma":0.03388703,"domain_scores_codex":[0.997675,0.0006067774,0.00004913882,0.0003856461,0.0007622716,0.0005212846],"domain_scores_gemma":[0.9986705,0.0001602709,0.00008908834,0.0002023541,0.0003054366,0.0005724386],"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":[0.00002960071,0.00004221465,0.00114113,0.00006511848,0.00001002431,0.0006010751,0.03101004,0.00004324329,0.000139454,0.5288425,0.3880378,0.05003783],"study_design_scores_gemma":[0.00000180974,0.000004946071,0.0002429551,0.00006965496,0.000001288178,0.0001415269,0.008944079,0.00001435336,0.00001340628,0.0112972,0.979264,0.000004920252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01090562,0.006787606,0.002027429,0.04366449,0.007011161,0.00004300024,0.0002054136,0.0001980877,0.9291571],"genre_scores_gemma":[0.1370088,0.005142789,0.00150444,0.01606216,0.002272517,0.0000642174,0.0002467399,0.0003986683,0.8372998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1006893,"threshold_uncertainty_score":0.3368393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202160978","doi":"","title":"Faster key compression for isogeny-based cryptosystems","year":2017,"lang":"en","type":"preprint","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Cryptography and Residue Arithmetic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Isogeny; Key (lock); Cryptosystem; Cryptography; Elliptic curve cryptography; Compression (physics); Overhead (engineering); Theoretical computer science; Key encapsulation; Public-key cryptography; Computer engineering; Computer security; Key exchange; Mathematics; Elliptic curve; Encryption; Operating system","authors":[{"name":"Gustavo H. M. Zanon","is_ca":false},{"name":"Marcos A. Simplício","is_ca":false},{"name":"Geovandro C. C. F. Pereira","is_ca":true},{"name":"Javad Doliskani","is_ca":true},{"name":"Paulo S. L. M. Barreto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02074399333170616,"gpt":0.215596804630432,"spread":0.1948528112987258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007456875,0.000702726,0.0007360293,0.001348541,0.0005052848,0.001513061,0.0006923137,0.000616921,0.008772945],"category_scores_gemma":[0.002887333,0.0002448539,0.0002996806,0.001348666,0.0007502578,0.005037129,0.001192108,0.001419753,0.002418856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006311409,"about_ca_system_score_gemma":0.000467324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000289723,"about_ca_topic_score_gemma":0.0002858554,"domain_scores_codex":[0.9992177,0.000121816,0.00005572664,0.0001162984,0.0003927138,0.0000956751],"domain_scores_gemma":[0.9986624,0.0005536941,0.00009722885,0.0004546674,0.0001982377,0.0000337647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00209517,0.0002211311,0.001022739,0.0005057813,0.00004697097,0.0004228529,0.0005916036,0.02364694,0.2207364,0.2056994,0.009151039,0.5358599],"study_design_scores_gemma":[0.0002356579,0.0004284503,0.001330193,0.0001062307,0.00005037907,0.0009971794,0.0002875879,0.3430201,0.4542832,0.1655548,0.03363089,0.00007533482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2381699,0.005841853,0.7300326,0.001967227,0.0005097116,0.0001884017,0.0002729979,0.004616317,0.01840093],"genre_scores_gemma":[0.7347883,0.0024246,0.2507991,0.0002926209,0.0004025445,0.0001112729,0.0006154471,0.0005851767,0.009980852],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008772945,"threshold_uncertainty_score":0.02934843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}