{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":1,"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":"750a9c94f423","filters":{"venue":"De Uil van Minerva"}},"results":[{"id":"W4411419444","doi":"10.21825/deuilvanminerva.94064","title":"Max Liboiron en Josh Lepawsky, &lt;em&gt;Discard Studies: Wasting, Systems, and Power&lt;/em&gt; Parels in de modder","year":2024,"lang":"en","type":"article","venue":"De Uil van Minerva","topic":"Evaluation and Performance Assessment","field":"Decision 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":"Medicine","authors":[{"name":"Joren Peeters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1077840049999743,"gpt":0.425690720970276,"spread":0.3179067159703017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006987853,0.0003170772,0.0005527964,0.0004909768,0.0001511382,0.0007242869,0.0005420455,0.0001704712,0.000370198],"category_scores_gemma":[0.001511284,0.0002374352,0.0001219814,0.0008145761,0.000079392,0.0006063947,0.0002902885,0.0002975885,0.0004557443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003197688,"about_ca_system_score_gemma":0.0003686459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003908218,"about_ca_topic_score_gemma":0.0005455533,"domain_scores_codex":[0.9955919,0.0005502619,0.0009755162,0.000748764,0.001535686,0.0005978156],"domain_scores_gemma":[0.9972872,0.001441501,0.0001870344,0.0005921578,0.0002711249,0.0002210095],"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":[0.0001495705,0.000823539,0.1965242,0.001157396,0.0005895325,0.0006844022,0.1176309,0.02050459,0.01086996,0.01283435,0.5119805,0.1262511],"study_design_scores_gemma":[0.003386041,0.0005219675,0.09808048,0.001922511,0.0001691665,0.0002574115,0.04829641,0.4037609,0.0003194021,0.008771015,0.43324,0.001274757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717223,0.01540253,0.001180069,0.00171657,0.001067014,0.0004215032,0.0000368081,0.0001096765,0.008343543],"genre_scores_gemma":[0.9865182,0.0008575054,0.001103239,0.000406857,0.0002637577,0.00009648465,0.000009694926,0.0000366098,0.01070765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3832563,"threshold_uncertainty_score":0.9682326,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"}]}