{"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":"15607a6c42b0","filters":{"venue":"International Review for Spatial Planning and Sustainable Development"}},"results":[{"id":"W4253639773","doi":"10.14246/irspsda.8.4_91","title":"Pedestrian itinerary choice: between multi-sensory, affective and syntactic aspects of the street pattern in the historic quarter of Bejaia, Algeria","year":2020,"lang":"en","type":"article","venue":"International Review for Spatial Planning and Sustainable Development","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pedestrian; Quarter (Canadian coin); Sensory system; Cognitive psychology; Psychology; Geography","authors":[{"name":"Sara Boumezoued","is_ca":false},{"name":"Yassine Bada","is_ca":false},{"name":"Hocine Bougdah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02302117351579745,"gpt":0.256958119276023,"spread":0.2339369457602255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002725312,0.0001254258,0.0002813734,0.00006428043,0.00005376388,0.00001717827,0.0001657456,0.00003335503,0.000007486749],"category_scores_gemma":[0.000227387,0.00008539423,0.00005461535,0.0001265349,0.00002338465,0.00006300723,0.00003936312,0.000108165,2.395689e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007805916,"about_ca_system_score_gemma":0.00005222695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006241787,"about_ca_topic_score_gemma":0.0001369824,"domain_scores_codex":[0.9991172,0.00005886698,0.0003525534,0.0001381564,0.0001892324,0.0001439975],"domain_scores_gemma":[0.9994497,0.0002417118,0.0001180885,0.00007033131,0.00008330645,0.00003683092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007424411,0.00013788,0.8567414,0.01375755,0.001080732,0.00007525246,0.01713756,0.001425474,0.0003562664,0.0006701874,0.003126481,0.1054169],"study_design_scores_gemma":[0.002314555,0.0002921,0.9214034,0.003068078,0.0003854507,0.000008810337,0.003506247,0.03076394,0.001238339,0.0002524887,0.03610188,0.0006647261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150268,0.02496618,0.05297672,0.003552392,0.000271209,0.002157487,0.00007576838,0.00004727502,0.0009262078],"genre_scores_gemma":[0.9993135,0.0002404604,0.0001583625,0.0001122395,0.0000593923,0.00004520307,0.00002325259,0.000009379965,0.00003819314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1047522,"threshold_uncertainty_score":0.3482276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387637997","doi":"10.14246/irspsd.11.4_205","title":"Tourism Economic Impact Assessment","year":2023,"lang":"en","type":"article","venue":"International Review for Spatial Planning and Sustainable Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"Liupanshui Normal University","keywords":"Tourism; Economic impact analysis; Computable general equilibrium; Regional science; Scopus; Confusion; Panorama; Economic evaluation; Environmental economics; Geography; Economics; Computer science; Political science; Macroeconomics","authors":[{"name":"Zeli Hu","is_ca":false},{"name":"Jeetesh Kumar","is_ca":true},{"name":"Suresh Kannam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03363555012933544,"gpt":0.4228790170089917,"spread":0.3892434668796562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002344905,0.0001074773,0.000180529,0.0002050235,0.0005721612,0.0001972163,0.0002948391,0.00004221049,0.0002972089],"category_scores_gemma":[0.000427949,0.0001004766,0.00006959215,0.0001105715,0.00005272422,0.0002246748,0.0001744098,0.00009129861,0.00006828726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019569,"about_ca_system_score_gemma":0.001361379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002982462,"about_ca_topic_score_gemma":0.00006285118,"domain_scores_codex":[0.9985427,0.00005637736,0.0002417431,0.0002289624,0.0004216537,0.0005085215],"domain_scores_gemma":[0.9992836,0.0002003758,0.00008867495,0.00007586034,0.000207836,0.0001436821],"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":[0.00009859694,0.00007470841,0.02229472,0.001455531,0.0006065021,0.001261034,0.006176411,0.001197577,0.000005660492,0.09225044,0.58435,0.2902288],"study_design_scores_gemma":[0.0003189606,0.00004106176,0.02297831,0.0004349961,0.00001105492,0.000001746574,0.004320316,0.0009135684,0.000007971282,0.002408174,0.9683678,0.0001960464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4491104,0.01738989,0.0146617,0.07262529,0.004723961,0.009312863,0.0001310914,0.001098919,0.4309459],"genre_scores_gemma":[0.942838,0.007872502,0.002187051,0.0003548455,0.0006611088,0.0003934776,0.0002341558,0.00002786293,0.045431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4937276,"threshold_uncertainty_score":0.450861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415202703","doi":"10.14246/irspsd.13.4_208","title":"Green Economy Practices and Sustainability Achievements in Environmental Governance:","year":2025,"lang":"en","type":"article","venue":"International Review for Spatial Planning and Sustainable Development","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Badan Riset dan Inovasi Nasional","keywords":"Green economy; Tourism; Sustainability; Empowerment; Sustainable development; Ecotourism; Sustainable tourism; Pride; Participant observation","authors":[{"name":"Uchaimid Biridlo’i Robby","is_ca":false},{"name":"Tatang Rusata","is_ca":false},{"name":"Tania Andari","is_ca":false},{"name":"Sari Andarwati Kunharyanto","is_ca":false},{"name":"Riri Kusumarani","is_ca":false},{"name":"Pradika Wahyu Dwi Putra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00950485983551662,"gpt":0.2821209409327214,"spread":0.2726160810972048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009467251,0.0002446893,0.0002749183,0.00009753561,0.0002606828,0.00007500543,0.0002418424,0.00006814135,0.0001796439],"category_scores_gemma":[0.0003270258,0.0002444147,0.00003551491,0.0001311285,0.0001330737,0.0005010064,0.0006748196,0.0001383673,0.000007467949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621233,"about_ca_system_score_gemma":0.0001152242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381647,"about_ca_topic_score_gemma":0.00006954524,"domain_scores_codex":[0.9981963,0.0000459374,0.0004964495,0.0005304497,0.0002191872,0.0005116768],"domain_scores_gemma":[0.9993687,0.0001168237,0.0002757813,0.0001310193,0.00001705773,0.00009059945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001587772,0.0001861249,0.8263274,0.001889836,0.00008574108,0.00006529175,0.0009097434,0.0001372796,0.00001250427,0.00212836,0.002720272,0.1653786],"study_design_scores_gemma":[0.0007783355,0.0000323366,0.484533,0.0002926837,0.00001779002,0.000005579247,0.001929231,0.0004321025,0.0000503942,0.00367895,0.5079833,0.0002663746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938071,0.01371237,0.002592954,0.01224965,0.000238357,0.003788649,0.0000171223,0.00005388285,0.02927603],"genre_scores_gemma":[0.9776627,0.002299612,0.0008517697,0.00190989,0.00002681049,0.0005264535,0.00008423649,0.00001594607,0.01662252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.505263,"threshold_uncertainty_score":0.9966942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}