{"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":"b42bdaa0e167","filters":{"venue":"Community Science"}},"results":[{"id":"W4388127754","doi":"10.1029/2022csj000024","title":"The Arctic Rivers Project: Using an Equitable Co‐Production Framework for Integrating Meaningful Community Engagement and Science to Understand Climate Impacts","year":2023,"lang":"en","type":"article","venue":"Community Science","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Social Sciences and Humanities Research Council","funders":"National Science Foundation","keywords":"Indigenous; General partnership; Arctic; Environmental resource management; Climate change; The arctic; Traditional knowledge; Environmental planning; Community engagement; Political science; Geography; Ecology; Environmental science; Oceanography; Public relations","authors":[{"name":"Nicole M. Herman‐Mercer","is_ca":false},{"name":"Alestine Andre","is_ca":true},{"name":"Victoria Buschman","is_ca":false},{"name":"Dylan Blaskey","is_ca":false},{"name":"Cassandra M. Brooks","is_ca":false},{"name":"Yifan Cheng","is_ca":false},{"name":"Karen Cozzetto","is_ca":false},{"name":"Joshua C. Koch","is_ca":false},{"name":"Elizabeth Moses","is_ca":true},{"name":"Emily Murray","is_ca":false},{"name":"Edda Mutter","is_ca":false},{"name":"Andrew J. Newman","is_ca":false},{"name":"Charles Prince","is_ca":true},{"name":"Patricia Salmon","is_ca":true},{"name":"R. Toohey","is_ca":false},{"name":"Michael L. Williams","is_ca":false},{"name":"K. N. Musselman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4152549761552777,"gpt":0.5084902985870418,"spread":0.09323532243176408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.1276558,0.0008389857,0.0005345413,0.002924641,0.01278113,0.01065851,0.004651435,0.003451655,0.007797362],"category_scores_gemma":[0.06008113,0.0007498676,0.0007705399,0.001987878,0.01479511,0.007324439,0.03435769,0.003772115,0.001175545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007736025,"about_ca_system_score_gemma":0.04556127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368118,"about_ca_topic_score_gemma":0.02311871,"domain_scores_codex":[0.8608875,0.1245262,0.001831395,0.004371194,0.00559508,0.002788812],"domain_scores_gemma":[0.9373286,0.03584231,0.002639604,0.009572633,0.006526732,0.008090169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003647571,0.002903668,0.01959777,0.001947566,0.0001785977,0.001084448,0.3148348,0.004737825,0.004026596,0.2935627,0.04000628,0.316755],"study_design_scores_gemma":[0.0003791263,0.001087448,0.01012941,0.002448238,0.0001264988,0.0003760174,0.2183753,0.006624801,0.003790549,0.2085562,0.5479415,0.0001649801],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1222574,0.001296427,0.5133869,0.06813966,0.001061034,0.02084786,0.001301376,0.001352014,0.2703573],"genre_scores_gemma":[0.4422328,0.0007841346,0.5084962,0.002087561,0.0001045151,0.02689029,0.0006740448,0.000350577,0.01837976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9872189,"threshold_uncertainty_score":0.6751164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401117989","doi":"10.1029/2024csj000080","title":"Home Waste Audit: A Community Science Activity to Increase Waste Literacy and Reduce Household Waste","year":2024,"lang":"en","type":"article","venue":"Community Science","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Household waste; Audit; Waste management; Literacy; Business; Environmental science; Economics; Economic growth; Engineering; Accounting","authors":[{"name":"Hannah De Frond","is_ca":true},{"name":"Rafaela Francisconi Gutierrez","is_ca":true},{"name":"Susan Debreceni","is_ca":true},{"name":"Chelsea M. Rochman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0402006758170377,"gpt":0.3021640523684521,"spread":0.2619633765514144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003765991,0.0003420749,0.0003033173,0.001310153,0.002364266,0.0009756567,0.0008015713,0.0006529061,0.005508543],"category_scores_gemma":[0.007178941,0.0003005361,0.0002494838,0.0008240498,0.0007653506,0.0007921725,0.002379245,0.000784737,0.0006532886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008920464,"about_ca_system_score_gemma":0.004916211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003516031,"about_ca_topic_score_gemma":0.009926567,"domain_scores_codex":[0.9971727,0.001994053,0.0001040805,0.0001292277,0.0003088076,0.0002910539],"domain_scores_gemma":[0.9940988,0.002165857,0.0008981904,0.0005272269,0.0008881649,0.001421792],"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":[0.0005769714,0.02075707,0.1313162,0.0009167624,0.00005079501,0.0009466193,0.0145234,0.0009247448,0.007859678,0.0007990179,0.02402413,0.7973046],"study_design_scores_gemma":[0.0009462063,0.01500258,0.7361527,0.001695081,0.0002024531,0.002947767,0.08082797,0.01117153,0.03176088,0.005250004,0.1137238,0.0003189648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753425,0.0001623902,0.005475677,0.002183284,0.0000907115,0.00191335,0.0002374409,0.0005394925,0.01405509],"genre_scores_gemma":[0.9665917,0.0003231943,0.02643617,0.0006048651,0.00006861432,0.0010116,0.0002293345,0.00003363881,0.0047009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005508543,"threshold_uncertainty_score":0.01991665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416779948","doi":"10.1029/2024csj000120","title":"Situating Place‐Based, Community‐Engaged Watershed Research at Xwulqw'selu Sta'lo'","year":2025,"lang":"en","type":"article","venue":"Community Science","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Christian Studies; University of Toronto; Cumulative Environmental Management Association; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Situated; Work (physics); Context (archaeology); Government (linguistics); Plan (archaeology); Representation (politics); Watershed; Value (mathematics)","authors":[{"name":"Tom Gleeson","is_ca":true},{"name":"Ella Martindale","is_ca":true},{"name":"Jennifer Shepherd","is_ca":true},{"name":"David Serrano","is_ca":true},{"name":"Kristina Disney","is_ca":true},{"name":"Tim Kulchyski","is_ca":false},{"name":"Tyrone Elliott","is_ca":true},{"name":"Eric G. Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2333843624675845,"gpt":0.4651207503761903,"spread":0.2317363879086058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003252862,0.0002345583,0.0002849395,0.001090087,0.008876748,0.003536182,0.001529448,0.001635301,0.005500571],"category_scores_gemma":[0.002798967,0.0003134156,0.0001591876,0.001579454,0.006202965,0.001505371,0.005465346,0.00114081,0.0003736695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006182211,"about_ca_system_score_gemma":0.01290138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1194848,"about_ca_topic_score_gemma":0.4430713,"domain_scores_codex":[0.9979441,0.001264071,0.00002436985,0.0002053039,0.0002420568,0.0003201312],"domain_scores_gemma":[0.9977628,0.001030439,0.0001308042,0.0001421839,0.000317941,0.0006157947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001257868,0.0004209267,0.02778443,0.0002214708,0.00003497186,0.004006121,0.8822415,0.0009234689,0.008390358,0.0185816,0.005183497,0.05208576],"study_design_scores_gemma":[0.00002247511,0.000226815,0.0196165,0.0002822019,0.00001743739,0.0002151084,0.9006787,0.0011736,0.001570608,0.003943665,0.07221193,0.00004091134],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754931,0.0001890976,0.003132517,0.0023132,0.00003302226,0.0002524345,0.00009994893,0.00005583853,0.0184308],"genre_scores_gemma":[0.9844835,0.000120542,0.006825843,0.000245324,0.000007537796,0.0002488004,0.00008858681,0.00002328868,0.007956551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8805152,"threshold_uncertainty_score":0.2375786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}