{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"3be952d1469f","filters":{"venue":"Advances in group decision and negotiation/Advances in group decision and negotation"}},"results":[{"id":"W4210829544","doi":"10.1007/978-90-481-9097-3","title":"Handbook of Group Decision and Negotiation","year":2010,"lang":"en","type":"book","venue":"Advances in group decision and negotiation/Advances in group decision and negotation","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":123,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Negotiation; Group (periodic table); Group decision-making; Computer science; Psychology; Sociology; Chemistry; Social psychology; Social science","authors":[{"name":"D. Marc Kilgour","is_ca":true},{"name":"Colin Eden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007043034276180572,"gpt":0.2560539838379702,"spread":0.2490109495617896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00142412,0.001464097,0.00166306,0.001728535,0.0008368212,0.003722014,0.002476194,0.001983395,0.04585157],"category_scores_gemma":[0.002799527,0.0007964448,0.0005216552,0.002590727,0.002686498,0.004038864,0.001367484,0.003063851,0.02463402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002137172,"about_ca_system_score_gemma":0.003706867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003582525,"about_ca_topic_score_gemma":0.004775184,"domain_scores_codex":[0.9987854,0.0003588157,0.00008171977,0.0001100271,0.0006031827,0.00006085373],"domain_scores_gemma":[0.9986365,0.0008377706,0.00005663736,0.0001553838,0.0002480052,0.00006565814],"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":[0.00001445561,0.00005925653,0.00009675407,0.0005721039,0.00002032546,0.00006259131,0.0005348901,0.00230209,0.0002559041,0.476088,0.2934317,0.226562],"study_design_scores_gemma":[0.000007653478,0.00001201132,0.0001351547,0.0002731674,0.000005120379,0.0001360686,0.0001027162,0.0009795658,0.00008117146,0.1456138,0.8526426,0.00001094415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005485858,0.1439841,0.1386824,0.005400311,0.003115394,0.000255225,0.000626749,0.0007861407,0.706601],"genre_scores_gemma":[0.03521969,0.1874907,0.1551622,0.003323448,0.003634259,0.001062305,0.00175643,0.0006944264,0.6116566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04585157,"threshold_uncertainty_score":0.1533887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2189513443","doi":"10.1007/978-94-017-9963-8_3","title":"The Cognitive–Affective Structure of Political Ideologies","year":2015,"lang":"en","type":"book-chapter","venue":"Advances in group decision and negotiation/Advances in group decision and negotation","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Ideology; Cognition; Coherence (philosophical gambling strategy); Psychology; Politics; Social psychology; Cognitive psychology; Sociology; Political science; Mathematics","authors":[{"name":"Paul Thagard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01644070055080574,"gpt":0.3382624949791778,"spread":0.3218217944283721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001451633,0.0003311021,0.0002208745,0.0008907855,0.0009657168,0.006073551,0.0005510816,0.0008582555,0.007977392],"category_scores_gemma":[0.006165902,0.0002264959,0.0002435243,0.0008688378,0.007208867,0.005432392,0.001319892,0.002433928,0.0007548634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084427,"about_ca_system_score_gemma":0.0006460318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003554869,"about_ca_topic_score_gemma":0.0004155577,"domain_scores_codex":[0.9988534,0.0006182999,0.00003153955,0.0001039105,0.0003062063,0.0000865082],"domain_scores_gemma":[0.9984085,0.001106284,0.0001264522,0.0001265049,0.0001421129,0.00009017752],"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":[0.00002184063,0.00001406509,0.0001814147,0.00004358008,0.000006552719,0.00002688137,0.003165708,0.0002863673,0.001042446,0.9759527,0.001348365,0.01791015],"study_design_scores_gemma":[0.00000726922,0.00000902279,0.001280569,0.00004578778,0.000003736618,0.0000541001,0.0008463526,0.001086372,0.00023693,0.9817607,0.01466108,0.000008095716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07097421,0.006240857,0.08971822,0.009525586,0.0006352695,0.00004497228,0.0001193631,0.00009251283,0.822649],"genre_scores_gemma":[0.9659099,0.001892699,0.01416864,0.0005133076,0.0004107252,0.00008017384,0.00008086472,0.0001058405,0.01683782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007977392,"threshold_uncertainty_score":0.02668703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W107916717","doi":"10.1007/978-90-481-9097-3_13","title":"Conflict Analysis Methods: The Graph Model for Conflict Resolution","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in group decision and negotiation/Advances in group decision and negotation","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Wilfrid Laurier University","funders":"","keywords":"Conflict resolution; Conflict analysis; Management science; Computer science; Operations research; Graph; Engineering; Theoretical computer science; Sociology; Social science","authors":[{"name":"D. Marc Kilgour","is_ca":true},{"name":"Keith W. Hipel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06587152426544463,"gpt":0.4254114227641169,"spread":0.3595398984986722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002985692,0.001894339,0.00137798,0.002435422,0.0008716825,0.003183859,0.003708102,0.00207585,0.01298437],"category_scores_gemma":[0.009863543,0.0007862984,0.001639111,0.004616237,0.001874088,0.005156741,0.001926794,0.002942835,0.003885106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580658,"about_ca_system_score_gemma":0.001937974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004496966,"about_ca_topic_score_gemma":0.003753876,"domain_scores_codex":[0.9968377,0.002059348,0.0001070169,0.0003172178,0.0006023849,0.0000762492],"domain_scores_gemma":[0.9962567,0.002689804,0.0001503558,0.0004252184,0.0003915615,0.00008638128],"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":[0.00006557984,0.00007197263,0.0002933411,0.0005579047,0.0001710882,0.00007169081,0.0003373241,0.05123812,0.0007422427,0.6092868,0.04290081,0.2942631],"study_design_scores_gemma":[0.00002175288,0.00001013464,0.0000974034,0.00008755859,0.00002910119,0.00005613158,0.00005195279,0.1736292,0.0003155882,0.7965773,0.02909934,0.00002450014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003570355,0.001210743,0.9930779,0.0004675881,0.000110275,0.00007088332,0.0002208983,0.0002980914,0.004186659],"genre_scores_gemma":[0.03611062,0.002971244,0.9503644,0.0004924464,0.0003034025,0.0006936664,0.0009153516,0.0006005659,0.007548238],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01298437,"threshold_uncertainty_score":0.043437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W19272843","doi":"10.1007/978-90-481-9097-3_22","title":"Electronic Negotiations: Foundations, Systems, and Processes","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in group decision and negotiation/Advances in group decision and negotation","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Negotiation; Knowledge management; Computer science; The Internet; Negotiation theory; Management science; Software; Information system; Process management; Engineering; World Wide Web; Sociology; Social science","authors":[{"name":"Gregory E. Kersten","is_ca":true},{"name":"Hsiangchu Lai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01085464575537319,"gpt":0.2853469812459119,"spread":0.2744923354905387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002112337,0.0009788596,0.001167095,0.001256124,0.001744926,0.0103658,0.002019808,0.002984098,0.01573911],"category_scores_gemma":[0.006403484,0.0007469684,0.0005978135,0.002853709,0.005531221,0.01342237,0.002654212,0.003542145,0.003481664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181138,"about_ca_system_score_gemma":0.001998482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073602,"about_ca_topic_score_gemma":0.0006842313,"domain_scores_codex":[0.9978157,0.0008674361,0.0001282609,0.000250096,0.0007818537,0.0001567069],"domain_scores_gemma":[0.9975833,0.001681895,0.0001190164,0.0003121132,0.0002137487,0.00008992699],"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":[0.00000578571,0.00001548584,0.00004188397,0.00008587733,0.000004257259,0.00002706433,0.0002748832,0.0008481602,0.00008475922,0.9703747,0.005458841,0.02277829],"study_design_scores_gemma":[0.000005445279,0.000005579623,0.00005873722,0.00009031751,0.000003917781,0.00006926832,0.0001541591,0.00254783,0.00008897189,0.9363492,0.06061955,0.000006993625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009359988,0.132772,0.3353685,0.01373752,0.002417559,0.0002020746,0.0002581198,0.0004382702,0.505446],"genre_scores_gemma":[0.5390713,0.1036027,0.1692078,0.002454213,0.004352468,0.0007799878,0.0006590578,0.0003695495,0.1795029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01573911,"threshold_uncertainty_score":0.0526526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}