{"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":"27225f206839","filters":{"venue":"Departures in Critical Qualitative Research"}},"results":[{"id":"W2939773378","doi":"10.1525/dcqr.2019.8.1.17","title":"The Great Migration of Whys","year":2019,"lang":"en","type":"article","venue":"Departures in Critical Qualitative Research","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Ethnography; History; Fell; Oral history; Ethnology; Excavation; Anthropology; Archaeology; Geography; Sociology; Cartography","authors":[{"name":"Sean Gleason","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3482227099371188,"gpt":0.6754582598462323,"spread":0.3272355499091135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001224465,0.0002484103,0.0002092385,0.000279126,0.008604135,0.001995278,0.0004379907,0.000730752,0.005974881],"category_scores_gemma":[0.002235568,0.0001872687,0.000156533,0.0003989702,0.007571688,0.00195087,0.002872896,0.001507731,0.0003849746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006069603,"about_ca_system_score_gemma":0.006042729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.115596,"about_ca_topic_score_gemma":0.2062518,"domain_scores_codex":[0.9992939,0.0002090178,0.00001593282,0.0001417357,0.0001058105,0.0002335733],"domain_scores_gemma":[0.9994462,0.0001645114,0.00005813111,0.00006592077,0.0001276179,0.0001376231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001034892,0.00002759406,0.01317148,0.0002296977,0.00001074887,0.00178572,0.8531193,0.00008761348,0.003695473,0.07098275,0.01423684,0.04254947],"study_design_scores_gemma":[0.000007290197,0.00004422789,0.01456996,0.0001850103,0.000007222503,0.000667349,0.6504825,0.00005149195,0.0004340025,0.002996604,0.3305291,0.00002512846],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7957667,0.004597,0.001767187,0.03017005,0.001648036,0.0001003135,0.0001928423,0.00006698432,0.1656909],"genre_scores_gemma":[0.9645751,0.0006781576,0.0005088962,0.001632432,0.00004252226,0.00002541024,0.00002960167,0.00003670056,0.03247115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115596,"threshold_uncertainty_score":0.2298463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386451793","doi":"10.1525/dcqr.2023.12.3.72","title":"Treating Voices Carefully","year":2023,"lang":"en","type":"article","venue":"Departures in Critical Qualitative Research","topic":"Qualitative Research Methods and Ethics","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":"Active listening; Context (archaeology); Indigenous; Sociology; Plot (graphics); Process (computing); Computer science; History; Communication","authors":[{"name":"Lucy Fowler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7325793136236839,"gpt":0.7754909773544425,"spread":0.04291166373075861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02940488,0.001443701,0.001249348,0.002255676,0.0154496,0.01572642,0.002699873,0.007101938,0.01320236],"category_scores_gemma":[0.09221356,0.000851175,0.001071711,0.001876236,0.02773061,0.02072198,0.01171323,0.01557586,0.008296627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005224694,"about_ca_system_score_gemma":0.01080644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00414544,"about_ca_topic_score_gemma":0.008018632,"domain_scores_codex":[0.938063,0.04553359,0.002155828,0.005236345,0.006616104,0.00239523],"domain_scores_gemma":[0.9627519,0.02203298,0.002166616,0.004495258,0.006528422,0.00202495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001558537,0.00004803092,0.001647768,0.000714626,0.00006095005,0.002104299,0.4371894,0.0001932787,0.003207505,0.359291,0.1090404,0.08634683],"study_design_scores_gemma":[0.00002287739,0.0000289173,0.0003201255,0.001532514,0.00003570147,0.001174659,0.1175743,0.0002129679,0.001712081,0.1321582,0.7451755,0.0000521546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03674185,0.01893642,0.3032034,0.3088175,0.03998456,0.001541056,0.0004266335,0.001246674,0.289102],"genre_scores_gemma":[0.4716301,0.01364189,0.1529327,0.1581109,0.009451064,0.003330332,0.0004050675,0.002688364,0.1878095],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02940488,"threshold_uncertainty_score":0.1555097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312604674","doi":"10.1525/dcqr.2014.3.3.283","title":"Shadow of Doubt, Winter Enduring Foliage, and Desire","year":2014,"lang":"en","type":"article","venue":"Departures in Critical Qualitative Research","topic":"Critical and Liberation Pedagogy","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 Toronto","funders":"","keywords":"Shadow (psychology); Aesthetics; Soul; Ideology; Creativity; Affect (linguistics); Dimension (graph theory); Sociology; Energy (signal processing); Intersection (aeronautics); Epistemology; Psychology; Social psychology; Philosophy; Psychoanalysis; Politics; Political science; Law","authors":[{"name":"Sharon L. Sbrocchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4180822429156538,"gpt":0.6662046310014866,"spread":0.2481223880858329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007553383,0.0003627759,0.0005189226,0.001425359,0.01078726,0.0139899,0.001086682,0.002729465,0.004818491],"category_scores_gemma":[0.01759327,0.0003099402,0.0004362373,0.0008539525,0.07108283,0.01456235,0.01009432,0.005035091,0.0004604378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004968804,"about_ca_system_score_gemma":0.004347401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004558816,"about_ca_topic_score_gemma":0.00557558,"domain_scores_codex":[0.9935856,0.00435264,0.0001559731,0.0004531963,0.0009212939,0.0005313334],"domain_scores_gemma":[0.991065,0.005871932,0.0007011331,0.001097963,0.0004800635,0.0007838648],"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":[0.00002900082,0.00001557162,0.0007109797,0.00004243003,0.000004877515,0.0003988995,0.2498236,0.00009696051,0.0002879467,0.7385956,0.003487251,0.006506782],"study_design_scores_gemma":[0.00002137923,0.00004372208,0.000839349,0.0003311841,0.000009595486,0.0009544359,0.286528,0.0004303604,0.0006055743,0.4277277,0.2824668,0.00004196671],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2199459,0.006891034,0.02053561,0.07355402,0.001729358,0.00005992343,0.00008229514,0.0001802786,0.6770216],"genre_scores_gemma":[0.9811175,0.0005494065,0.0009995422,0.001515359,0.00009667617,0.00001725636,0.0000111564,0.00006268728,0.01563026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0139899,"threshold_uncertainty_score":0.03994662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}