{"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":"1799dc205e1c","filters":{"venue":"Planners"}},"results":[{"id":"W2370301683","doi":"","title":"Vancouver BC Urban Planning: Modes, Mechanisms, and Experiences","year":2008,"lang":"en","type":"article","venue":"Planners","topic":"Urban Planning and Governance","field":"Social 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":"Zoning; Urban planning; Land-use planning; Management styles; Transportation planning; Environmental design and planning; Environmental planning; Political science; Business; Public administration; Law; Geography; Land use; Engineering; Civil engineering; Public relations","authors":[{"name":"Yan Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03132273526993139,"gpt":0.2671176954386492,"spread":0.2357949601687178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001782896,0.0001131706,0.0001365626,0.00004120693,0.0006669284,0.00003505039,0.0001830795,0.00008759499,0.0000641326],"category_scores_gemma":[0.00009931948,0.0001065205,0.00002666605,0.0001288745,0.0002987885,0.0002194633,0.00002432931,0.0001082395,0.00001886053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003802035,"about_ca_system_score_gemma":0.00009743721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002031046,"about_ca_topic_score_gemma":0.000358501,"domain_scores_codex":[0.9988827,0.00005250346,0.000115312,0.0002487886,0.0003596836,0.0003409805],"domain_scores_gemma":[0.9995453,0.00009801711,0.00007131275,0.0001026664,0.00002279131,0.0001598736],"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":[0.00003800329,0.00002830274,0.03033532,0.000005266734,0.00001800854,0.0001399337,0.2862881,0.00008289387,0.00005117951,0.008857568,0.6739985,0.0001570063],"study_design_scores_gemma":[0.000559305,0.0001267779,0.00438408,0.00007372892,0.00001696682,0.00001866232,0.1636374,0.0006534628,0.0003888764,0.001103606,0.8283877,0.0006494552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039439,0.001217744,0.000646389,0.0002954306,0.0008375827,0.0001320694,0.00001463585,0.0002156322,0.09269662],"genre_scores_gemma":[0.9846706,0.00006452027,0.0008734394,0.0002406739,0.0001660759,0.00001773871,0.000003512047,0.00000866487,0.01395473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1543892,"threshold_uncertainty_score":0.5129542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2359590453","doi":"","title":"On the Urban Design of New Times Business Quarter in Baotou","year":2003,"lang":"en","type":"article","venue":"Planners","topic":"Remote Sensing and Land Use","field":"Earth and Planetary 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":"Quarter (Canadian coin); Center (category theory); Central business district; Architectural engineering; Civil engineering; Sight; Urban design; Geography; Engineering; Transport engineering; Urban planning; Archaeology","authors":[{"name":"Zhang Dian-song","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02221436847213696,"gpt":0.1929896132163563,"spread":0.1707752447442194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002045766,0.00006686052,0.00008733561,0.00004724855,0.00003070897,0.0000161539,0.00007443983,0.00003201733,0.000500918],"category_scores_gemma":[0.00009087991,0.0000368965,0.00001584431,0.0001778316,0.00002355258,0.00003248257,6.722269e-7,0.00006566064,0.0001088692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001193904,"about_ca_system_score_gemma":0.00004310214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381114,"about_ca_topic_score_gemma":0.0002632792,"domain_scores_codex":[0.9994704,0.0000965946,0.00009590784,0.00009578412,0.0001032614,0.0001381103],"domain_scores_gemma":[0.9995119,0.0002978573,0.00002955713,0.0001119498,0.000009271432,0.00003949589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004036022,0.00005946125,0.2381185,0.00002336532,0.00004435819,0.00007278707,0.004109581,0.1479637,0.00007262493,0.001343547,0.5866638,0.02112469],"study_design_scores_gemma":[0.001695154,0.0005498907,0.8682514,0.0002339569,0.00003082333,0.00004436872,0.00151611,0.05692461,0.0009975443,0.007118853,0.06197555,0.0006617171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247517,0.0002605019,0.000523714,0.0009784205,0.0003761768,0.0002026948,0.000009774289,0.00002398921,0.07287304],"genre_scores_gemma":[0.9986492,0.00001211644,0.0002895395,0.0002228489,0.00002398404,3.970128e-8,0.000008601904,0.00000162,0.0007919958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.630133,"threshold_uncertainty_score":0.5484701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}