{"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":"54b8c930acd0","filters":{"venue":"Teaching Ethics"}},"results":[{"id":"W1987765364","doi":"10.5840/tej20151519","title":"Value Maps in Applied Ethics","year":2014,"lang":"en","type":"article","venue":"Teaching Ethics","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Princeton University","keywords":"Value (mathematics); Applied philosophy; Sociology; Mathematics; Philosophy; Epistemology; Statistics","authors":[{"name":"Paul Thagard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4128877647104919,"gpt":0.4877161432383337,"spread":0.0748283785278418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09000687,0.0001676854,0.0002811164,0.0003522385,0.0006795841,0.0003710372,0.00099497,0.0009241056,0.00005770033],"category_scores_gemma":[0.124439,0.0001370229,0.00006242104,0.0005335959,0.0002364004,0.0001753348,0.0001923713,0.009391787,0.0004129112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008196729,"about_ca_system_score_gemma":0.0005614519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005210537,"about_ca_topic_score_gemma":0.0006564339,"domain_scores_codex":[0.9935576,0.002340891,0.000729961,0.0006012055,0.002411086,0.0003592136],"domain_scores_gemma":[0.9581198,0.04012235,0.0002678657,0.001043285,0.0003393477,0.0001073745],"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":[0.000006748181,0.00005245007,0.002367466,0.00002598934,0.000002000197,4.874573e-7,0.03442039,0.001303986,0.000184266,0.9467198,0.001573333,0.01334305],"study_design_scores_gemma":[0.0001893959,0.00001375622,0.007952687,0.00007290693,0.00000440625,0.000002372042,0.00209901,0.002433756,0.00007051593,0.8955716,0.09138499,0.0002045287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1836971,0.0001214392,0.225542,0.1966049,0.00584662,0.0004322458,0.000008103229,0.0003462117,0.3874014],"genre_scores_gemma":[0.978673,0.00002513554,0.0120907,0.007876229,0.0003598745,0.00001267311,0.000008491956,0.00002259376,0.0009313219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7949759,"threshold_uncertainty_score":0.9928936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770672286","doi":"10.5840/tej2017111549","title":"Combatting Consumer Madness","year":2017,"lang":"en","type":"article","venue":"Teaching Ethics","topic":"Critical Theory and Philosophy","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":"Capilano University; Langara College; University of the Fraser Valley","funders":"","keywords":"Consumerism; Resistance (ecology); Politics; Sociology; Consumer society; Aesthetics; Democracy; Environmental ethics; Social science; Political science; Law; Economics; Art; Philosophy","authors":[{"name":"Wayne Henry","is_ca":true},{"name":"Mort Morehouse","is_ca":false},{"name":"Susan T. Gardner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2598137399158364,"gpt":0.5103451268224677,"spread":0.2505313869066313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006706162,0.00006138984,0.00009557174,0.00001549448,0.007050615,0.0003240907,0.0004797892,0.0001918896,0.0001187715],"category_scores_gemma":[0.0126071,0.00006084391,0.0000452934,0.00001276074,0.0009274594,0.0002081102,0.00008903721,0.001504298,0.0001095071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002177876,"about_ca_system_score_gemma":0.00007036054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156422,"about_ca_topic_score_gemma":0.0001480427,"domain_scores_codex":[0.9985005,0.0007708764,0.00009663061,0.0001317473,0.0002801421,0.0002200891],"domain_scores_gemma":[0.9977574,0.001697759,0.000060347,0.0003313535,0.00005201813,0.0001011024],"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":[0.000003237373,0.00001708422,0.001368558,0.0000104934,0.000004461425,0.000004143283,0.02166004,2.973318e-7,0.00002614729,0.9727018,0.0001278638,0.004075832],"study_design_scores_gemma":[0.0001118864,0.000007411677,0.0003753724,0.000060549,0.00001104267,6.928585e-7,0.001665386,0.00001299199,0.00002942589,0.6697128,0.3278799,0.0001324618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06409381,0.00004995207,0.0006582891,0.04435121,0.0008932984,0.00008041658,0.000004400759,0.0001456539,0.8897229],"genre_scores_gemma":[0.9964073,0.00001245112,0.0004311458,0.001189024,0.0004919418,0.000001976433,9.298125e-7,0.00000790666,0.00145728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9323135,"threshold_uncertainty_score":0.9957101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}