{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"ad69c7402e83","filters":{"venue":"RaumFragen: Stadt - Region - Landschaft"}},"results":[{"id":"W4381516412","doi":"10.1007/978-3-658-40414-7_13","title":"Street-Food and Multisensorial Construction of Cityscapes","year":2023,"lang":"de","type":"book-chapter","venue":"RaumFragen: Stadt - Region - Landschaft","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Taste; Construct (python library); Dimension (graph theory); Heuristic; Consumption (sociology); Production (economics); Geography; Sociology; Computer science; Architectural engineering; Engineering; Psychology; Artificial intelligence; Social science; Mathematics; Economics; Microeconomics","authors":[{"name":"Nipesh Palat Narayanan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03937878130815019,"gpt":0.2252504208534109,"spread":0.1858716395452607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001531695,0.0003446871,0.0001515896,0.0009145301,0.001448715,0.005898566,0.0007253288,0.0004359592,0.0167373],"category_scores_gemma":[0.0005030636,0.0003668395,0.0003808843,0.002555004,0.003162365,0.001657321,0.002255615,0.0006016495,0.001127907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873388,"about_ca_system_score_gemma":0.0008775732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241383,"about_ca_topic_score_gemma":0.03852345,"domain_scores_codex":[0.9997543,0.00006613071,0.000007515738,0.00005413664,0.00006739033,0.00005060567],"domain_scores_gemma":[0.9998634,0.00003605427,0.0000194549,0.00002750468,0.00003024148,0.00002336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000854136,0.0000368801,0.01049155,0.0002025838,0.00003811755,0.001292249,0.04865259,0.002959482,0.006008213,0.7970572,0.01012008,0.1230558],"study_design_scores_gemma":[0.00001706549,0.0001032511,0.1430782,0.0003890864,0.0000678295,0.001881569,0.1071264,0.005546949,0.004889006,0.2292833,0.5075107,0.000106649],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1825441,0.001804348,0.01667561,0.0006747228,0.00006813907,0.00003111338,0.0003703411,0.00008518236,0.7977464],"genre_scores_gemma":[0.9233335,0.000660045,0.005895048,0.00004264361,0.00001671355,0.00002030518,0.0002082527,0.00009930835,0.06972411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0167373,"threshold_uncertainty_score":0.05599189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385468016","doi":"10.1007/978-3-658-41499-3_3","title":"Origins of the Concept of Foodscape from the 1990s to Today: Quo Vadis?","year":2023,"lang":"en","type":"book-chapter","venue":"RaumFragen: Stadt - Region - Landschaft","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Vulnerability (computing); Political science; Sociology; Environmental ethics; Computer science","authors":[{"name":"Gisèle Yasmeen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02860362082546491,"gpt":0.2118196685784511,"spread":0.1832160477529862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497523,0.0005257968,0.0004404091,0.001315916,0.003122295,0.005817538,0.000940865,0.002643949,0.007783319],"category_scores_gemma":[0.001364721,0.0002261233,0.0003005739,0.00277432,0.0215482,0.009693799,0.003331071,0.005789074,0.0009646354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007823525,"about_ca_system_score_gemma":0.003535285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127693,"about_ca_topic_score_gemma":0.02441783,"domain_scores_codex":[0.9993345,0.0002357898,0.00001746171,0.0001538164,0.0001305267,0.0001277204],"domain_scores_gemma":[0.9994992,0.000245475,0.00005023554,0.00005202739,0.0000783277,0.00007469201],"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":[0.00001116048,0.000009062835,0.00009235941,0.00005408233,0.000001829554,0.00002694721,0.004133587,0.00004192307,0.00006633824,0.9788724,0.006550147,0.01014027],"study_design_scores_gemma":[0.000005791247,0.00001625858,0.0009554783,0.0004300225,0.000003484456,0.0001169731,0.003820634,0.00008620506,0.0001131872,0.2469594,0.7474806,0.00001194121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01888889,0.132369,0.005075903,0.08342164,0.003762607,0.00001798736,0.0001959649,0.0000572273,0.7562107],"genre_scores_gemma":[0.6605719,0.09400411,0.005942786,0.02223632,0.003443547,0.0001172683,0.000276184,0.0002763134,0.2131316],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0127693,"threshold_uncertainty_score":0.05676395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399970342","doi":"10.1007/978-3-658-43691-9_1","title":"Introduction","year":2024,"lang":"de","type":"book-chapter","venue":"RaumFragen: Stadt - Region - Landschaft","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Geography","authors":[{"name":"Michael Ripmeester","is_ca":true},{"name":"Matthew W. Rofe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04118436312595027,"gpt":0.258440444723595,"spread":0.2172560815976447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001018215,0.0008657038,0.0004791707,0.001874905,0.001881302,0.004650625,0.001689477,0.001948919,0.6705872],"category_scores_gemma":[0.003546581,0.0002893172,0.0005867771,0.001640017,0.0006803325,0.002413624,0.002746816,0.001705754,0.5365312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831294,"about_ca_system_score_gemma":0.003003653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005059819,"about_ca_topic_score_gemma":0.006623605,"domain_scores_codex":[0.9990377,0.0001320422,0.00003508915,0.0002002635,0.0004731945,0.0001217068],"domain_scores_gemma":[0.9986373,0.0001978941,0.00004840191,0.000179469,0.000664964,0.0002718831],"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":[0.0000260789,0.00002961692,0.0001419396,0.0001161937,0.000001936494,0.00003822862,0.000153285,0.0000601077,0.0002061108,0.02871445,0.8677075,0.1028047],"study_design_scores_gemma":[0.000001992263,0.000004443596,0.00009938586,0.00004908849,7.18695e-7,0.00001733329,0.00005418088,0.00001010954,0.00004001919,0.002050081,0.9976706,0.000001995507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004550378,0.001611239,0.003046726,0.005048764,0.005693961,0.0001823497,0.004627278,0.0009429479,0.9783918],"genre_scores_gemma":[0.001860556,0.001061606,0.001421764,0.001934819,0.0008548474,0.0001386752,0.003177186,0.000292587,0.9892579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6705872,"threshold_uncertainty_score":0.4698673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399969215","doi":"10.1007/978-3-658-43691-9_9","title":"Do We Need to Topple Watson?","year":2024,"lang":"de","type":"book-chapter","venue":"RaumFragen: Stadt - Region - Landschaft","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Watson; Computer science; Natural language processing","authors":[{"name":"Russell Johnston","is_ca":true},{"name":"Michael Ripmeester","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05984752851236304,"gpt":0.3182884564141724,"spread":0.2584409279018094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005025108,0.001011479,0.0007899916,0.001256552,0.008139255,0.01025,0.001560107,0.005838909,0.02835903],"category_scores_gemma":[0.01528537,0.0003944951,0.0003910854,0.001469539,0.0128798,0.03333581,0.007455684,0.01192427,0.01324523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004968015,"about_ca_system_score_gemma":0.006708946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01823848,"about_ca_topic_score_gemma":0.03972236,"domain_scores_codex":[0.9962843,0.001900727,0.00008935693,0.0003880097,0.0008381009,0.0004995583],"domain_scores_gemma":[0.9951815,0.002670987,0.0001524351,0.0003637447,0.001009781,0.0006214625],"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":[0.00001663241,0.00001206241,0.0001113271,0.00007982987,0.000004924415,0.00005589571,0.00524295,0.00006061864,0.00009204393,0.7270465,0.2223316,0.04494566],"study_design_scores_gemma":[0.000003055091,0.000007209665,0.00005118367,0.0001712155,0.000005692843,0.0000480228,0.006749574,0.00006643385,0.0001136105,0.1111655,0.8816026,0.00001592689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003195859,0.03166599,0.007801406,0.5742331,0.02607218,0.00002880442,0.00007913835,0.0002410469,0.3566825],"genre_scores_gemma":[0.1130128,0.02869913,0.01292642,0.2153579,0.00595603,0.0002416463,0.0001123251,0.001501048,0.6221927],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02835903,"threshold_uncertainty_score":0.09487039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399969222","doi":"10.1007/978-3-658-43691-9_2","title":"Defeating the Panopticon","year":2024,"lang":"en","type":"book-chapter","venue":"RaumFragen: Stadt - Region - Landschaft","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kensington Health","funders":"","keywords":"Panopticon; Sociology; Political science; Law","authors":[{"name":"Domenic Trimboli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05152084205998136,"gpt":0.3089204040148578,"spread":0.2573995619548764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01299028,0.000934199,0.00105843,0.002652812,0.01375397,0.01217774,0.001894957,0.007992247,0.01638799],"category_scores_gemma":[0.01461856,0.0005473817,0.0005590242,0.002046967,0.04498301,0.01701625,0.01306636,0.01555744,0.00553746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009412359,"about_ca_system_score_gemma":0.009278505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01840004,"about_ca_topic_score_gemma":0.03237415,"domain_scores_codex":[0.9893947,0.004934367,0.000302151,0.001996304,0.002132364,0.001240127],"domain_scores_gemma":[0.9956196,0.001949524,0.0002333708,0.0008768034,0.000784147,0.0005365266],"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":[0.000008668952,0.000005529789,0.0000344672,0.00001522766,0.00000202841,0.000009752696,0.0035377,0.00002176892,0.0000292751,0.9607456,0.03162742,0.003962607],"study_design_scores_gemma":[0.00001078038,0.000009517128,0.000143275,0.0001455694,0.00000442253,0.00004873395,0.004033011,0.00008337272,0.00008460388,0.2154128,0.7800114,0.00001246073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01003226,0.01267678,0.01451627,0.1975467,0.01364332,0.00005840716,0.0002033428,0.0002319103,0.751091],"genre_scores_gemma":[0.4048344,0.005008178,0.008639825,0.1176189,0.005428174,0.000450664,0.0001831218,0.001069401,0.4567674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01840004,"threshold_uncertainty_score":0.06870002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399969225","doi":"10.1007/978-3-658-43691-9","title":"Global Iconoclasm: Contesting “Official” Mnemonic Landscapes","year":2024,"lang":"de","type":"book","venue":"RaumFragen: Stadt - Region - Landschaft","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Brock University","keywords":"Iconoclasm; Mnemonic; Political science; Art; Linguistics; Art history; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05377220401893581,"gpt":0.2748339428553432,"spread":0.2210617388364074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009164408,0.0005386721,0.0002559139,0.001362083,0.01007166,0.0135054,0.0006317719,0.001059404,0.008700689],"category_scores_gemma":[0.001124294,0.0001923979,0.0001317783,0.001723138,0.02524656,0.005227579,0.004267031,0.002940849,0.0006808712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01017096,"about_ca_system_score_gemma":0.004413667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0456574,"about_ca_topic_score_gemma":0.1806131,"domain_scores_codex":[0.9991691,0.0003493307,0.00001359572,0.00008585589,0.0001327724,0.0002493183],"domain_scores_gemma":[0.999557,0.0001480565,0.00003576692,0.00007167271,0.00007486834,0.0001127258],"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":[0.00001434022,0.00001097962,0.0004214807,0.0000561393,0.000001735728,0.0001937799,0.1215493,0.00007199312,0.0001516668,0.8318442,0.02728718,0.01839717],"study_design_scores_gemma":[0.000005486978,0.00001221117,0.001318986,0.0001762693,0.000003938622,0.0001614568,0.1028895,0.0001042541,0.0001435351,0.03009611,0.8650795,0.000008883189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02281379,0.00380862,0.0007255598,0.005037594,0.0003921668,0.00001271452,0.000027198,0.0000447838,0.9671375],"genre_scores_gemma":[0.8390002,0.002702297,0.0005531961,0.001283703,0.0002640752,0.00003491543,0.00006844832,0.0002247744,0.1558685],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0456574,"threshold_uncertainty_score":0.0907833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}