{"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":"3aa4eff6e3dd","filters":{"venue":"Heritage management"}},"results":[{"id":"W2045139284","doi":"10.1179/hma.2009.2.1.35","title":"The Q’eqchi Healer’s Association of Belize","year":2009,"lang":"en","type":"article","venue":"Heritage management","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"University of Ottawa","keywords":"Association (psychology); Anthropology; Geography; Sociology; Philosophy; Epistemology","authors":[{"name":"James B. Waldram","is_ca":true},{"name":"Victor Cal","is_ca":false},{"name":"Pedro Maquin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011076982781608,"gpt":0.203128091870151,"spread":0.1930173220423349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002179279,0.00006033092,0.00007366394,0.000002735413,0.0001789589,0.00003478157,0.0001483479,0.00003134178,0.00009599856],"category_scores_gemma":[0.000007852445,0.00001840216,0.00006313056,0.000131055,0.000009252938,0.00003973364,0.00003254668,0.00004514648,0.00002671184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002368853,"about_ca_system_score_gemma":6.560153e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002052964,"about_ca_topic_score_gemma":0.0001401652,"domain_scores_codex":[0.9993969,0.00003298564,0.0001333835,0.0001044633,0.0001812531,0.0001509815],"domain_scores_gemma":[0.999785,0.00004001742,0.00007808699,0.00004704241,0.00002494366,0.000024891],"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":[0.00003878507,0.0002319075,0.002205767,0.00001176193,0.00007022799,0.0000200305,0.0002227674,0.000005323351,0.01156722,0.01417804,0.1409309,0.8305173],"study_design_scores_gemma":[0.00009839166,0.0001689588,0.3375491,0.000008783393,0.00001383958,5.003557e-7,0.0003352712,0.000007428549,0.0001695558,0.00227055,0.6593066,0.000071048],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7483885,0.0009779122,0.000007091973,0.05271381,0.0003153016,0.0005735658,0.00001113525,0.0001133897,0.1968993],"genre_scores_gemma":[0.9786803,0.0003004746,0.0000849666,0.0005557598,0.0001540165,0.000006223661,0.00001065693,2.916444e-7,0.02020727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8304462,"threshold_uncertainty_score":0.1376425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123999070","doi":"10.1179/hma.2010.3.1.117","title":"Intellectual Property Issues in Heritage Management","year":2010,"lang":"en","type":"article","venue":"Heritage management","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; York University; University of Victoria; University of Alberta; Simon Fraser University","funders":"","keywords":"Intellectual property; Property (philosophy); Business; Engineering ethics; Political science; Engineering; Epistemology; Philosophy; Law","authors":[{"name":"George Nicholas","is_ca":true},{"name":"Catherine Bell","is_ca":true},{"name":"Rosemary J. Coombe","is_ca":true},{"name":"John R. Welch","is_ca":true},{"name":"Brian Noble","is_ca":true},{"name":"Jane Anderson","is_ca":false},{"name":"Kelly Bannister","is_ca":true},{"name":"Joe Watkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05913414325843118,"gpt":0.2383609876964512,"spread":0.1792268444380201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004950219,0.0004037283,0.0003153839,0.0003301466,0.0003330529,0.0006503909,0.0006455175,0.00007432779,0.01375305],"category_scores_gemma":[0.00002118674,0.0003025502,0.0001309884,0.0002249746,0.0001944862,0.0007238415,0.0005542718,0.0004032029,0.001065097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006267815,"about_ca_system_score_gemma":0.00000402065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004568023,"about_ca_topic_score_gemma":0.01002825,"domain_scores_codex":[0.9976542,0.00007822824,0.0005462109,0.0006302316,0.0004773964,0.0006137548],"domain_scores_gemma":[0.9990618,0.00003729695,0.00009345546,0.0006435254,0.00006999724,0.00009396987],"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":[0.000170885,0.0007132524,0.001845104,0.001129666,0.0003234898,0.0006035994,0.04297005,0.0000188651,0.0002620016,0.7298511,0.1389042,0.08320785],"study_design_scores_gemma":[0.0007498468,0.00007350909,0.002766619,0.00008498556,0.00004857179,0.000001425909,0.01954247,0.0003382542,0.00003043777,0.002193148,0.9736608,0.0005099404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1387285,0.0001734392,0.00003759823,0.001911102,0.00149621,0.00165716,0.000009585632,0.0003932103,0.8555931],"genre_scores_gemma":[0.6426134,0.0002429231,0.001450303,0.0006348178,0.0004691199,0.0003221625,0.00006550663,0.00005434263,0.3541474],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8347566,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039639276","doi":"10.1179/hma.2009.2.2.261","title":"Intellectual Property Issues in Heritage Management","year":2009,"lang":"en","type":"article","venue":"Heritage management","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; University of Alberta; Simon Fraser University","funders":"","keywords":"Intellectual property; Cultural heritage management; Industrial heritage; Property (philosophy); Cultural heritage; Business; Environmental ethics; Political science; Epistemology; Law; Philosophy","authors":[{"name":"George Nicholas","is_ca":true},{"name":"Catherine Bell","is_ca":true},{"name":"Kelly Bannister","is_ca":true},{"name":"Sven Ouzman","is_ca":false},{"name":"Jane Anderson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07096349758418831,"gpt":0.2434026640206501,"spread":0.1724391664364618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003965577,0.0004101263,0.0003413422,0.0003376039,0.0003018433,0.0005944361,0.0005629997,0.0000563185,0.00571591],"category_scores_gemma":[0.00001272423,0.0003094742,0.0001355867,0.0002559936,0.000103249,0.0007511438,0.0002761413,0.0002107347,0.0007415561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309346,"about_ca_system_score_gemma":0.000003146004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001896136,"about_ca_topic_score_gemma":0.001204642,"domain_scores_codex":[0.9975964,0.0001007095,0.0005687682,0.0006177214,0.0004883649,0.0006280506],"domain_scores_gemma":[0.9992023,0.00002457246,0.00009149953,0.0005384726,0.00005903595,0.00008408181],"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":[0.0002335281,0.0008391213,0.0004609552,0.0006523735,0.0002400393,0.0007547834,0.04378204,0.0000612031,0.00004424209,0.5996026,0.1794063,0.1739228],"study_design_scores_gemma":[0.0008808062,0.0002031313,0.004325636,0.000173847,0.00005429311,0.000001123268,0.02243865,0.0003703824,0.00001549765,0.004654319,0.9663313,0.0005509933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03755326,0.0006222482,0.00007851404,0.004007713,0.0005483115,0.001777304,0.0000068628,0.0004483497,0.9549574],"genre_scores_gemma":[0.6533763,0.0005795864,0.0009724991,0.001633999,0.0003239793,0.0001413626,0.00006469533,0.00003404803,0.3428736],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.786925,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}