{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"a4e6ca26c80f","filters":{"venue":"Universiteitsbibliotheek EUR"}},"results":[{"id":"W172718827","doi":"10.15133/j.os.2010.015","title":"Demonstrating the Value of Extending Qualitative Research Strategies into Q","year":2011,"lang":"en","type":"article","venue":"Universiteitsbibliotheek EUR","topic":"Q Methodology Applications","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Qualitative research; Interpretation (philosophy); Value (mathematics); Subjectivity; Epistemology; Variety (cybernetics); Coding (social sciences); Sociology; Set (abstract data type); Computer science; Management science; Social science; Artificial intelligence; Engineering; Philosophy","authors":[{"name":"Garrett Hutson","is_ca":true},{"name":"Diane Montgomery","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6961503395113053,"gpt":0.6130638704774709,"spread":0.08308646903383443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2343224,0.001253856,0.001016954,0.004508303,0.004717901,0.009838571,0.003026419,0.002969884,0.008847422],"category_scores_gemma":[0.3230862,0.0008717593,0.00125322,0.006059323,0.0159839,0.0129705,0.01193602,0.004025356,0.001443906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005891532,"about_ca_system_score_gemma":0.01281824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003246684,"about_ca_topic_score_gemma":0.003727117,"domain_scores_codex":[0.7059506,0.2716777,0.005509169,0.00406931,0.01128045,0.001512875],"domain_scores_gemma":[0.3637756,0.5919016,0.005822983,0.01946984,0.01763955,0.001390384],"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":[0.0001726346,0.0003314722,0.00281712,0.004079026,0.00008798834,0.000809904,0.1734335,0.00322173,0.001916794,0.5555287,0.007567079,0.2500341],"study_design_scores_gemma":[0.0003072839,0.0007126043,0.002283339,0.006455842,0.00008028986,0.001019463,0.07512292,0.01435264,0.003059232,0.6887634,0.2076622,0.0001808025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01853499,0.001362815,0.9010925,0.01578715,0.0006878515,0.0056295,0.0002050872,0.0003871942,0.056313],"genre_scores_gemma":[0.1750576,0.001397547,0.8088605,0.003448208,0.0001352523,0.008993481,0.00005759891,0.0001182043,0.001931501],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2343224,"threshold_uncertainty_score":0.9442168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6961034535","doi":"10.15133/j.ijccr.2011.020","title":"Accorderie and Le Jardin Universel (JEU) in Quebec","year":2011,"lang":"fr","type":"article","venue":"Universiteitsbibliotheek EUR","topic":"Genetic Mapping and Diversity in Plants and Animals","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":"Liberian dollar; Currency; Local currency; Us dollar","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01904374806562167,"gpt":0.1965244561194279,"spread":0.1774807080538062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001256389,0.000190428,0.0003163956,0.001124027,0.005165028,0.002813935,0.0007034902,0.0005810664,0.00861365],"category_scores_gemma":[0.003184807,0.000147199,0.0001948297,0.002138476,0.001315159,0.0007779503,0.001066174,0.0006904362,0.0002676183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04246259,"about_ca_system_score_gemma":0.03472516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888713,"about_ca_topic_score_gemma":0.9935835,"domain_scores_codex":[0.9986999,0.0002072166,0.00003226535,0.0001120556,0.0003593346,0.000589196],"domain_scores_gemma":[0.9975133,0.0003754774,0.0002307665,0.00008410643,0.001057011,0.0007393454],"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":[0.001297802,0.0004965116,0.336475,0.0005264156,0.0001897639,0.004589996,0.02299243,0.00441094,0.00478863,0.1796359,0.05354178,0.3910547],"study_design_scores_gemma":[0.0001254749,0.0002131672,0.7329868,0.0002750275,0.00004861305,0.0008680835,0.02118275,0.002593508,0.0009702558,0.002058744,0.2385801,0.00009755931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.853605,0.006672105,0.00103922,0.006436454,0.0001481896,0.000100977,0.001239672,0.00007309015,0.1306854],"genre_scores_gemma":[0.9703763,0.0008132263,0.0004395591,0.0002998713,0.000009760763,0.00001593596,0.000237831,0.00001117859,0.02779639],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04246259,"threshold_uncertainty_score":0.3080891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}