{"id":"W7160205512","doi":"10.22271/27067483.2025.v7.i6c.735","title":"Urban morphology and its impact on microclimate in the historic quarter of fez","year":2025,"lang":"","type":"article","venue":"International Journal of Geography Geology and Environment","topic":"Urban Arborization and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Microclimate; Quarter (Canadian coin); Urban morphology; Urban heat island; Morphology (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005301221,0.0002635096,0.0003807741,0.0003912708,0.0001098424,0.00001752156,0.0004392267,0.0001401681,0.00107446],"category_scores_gemma":[0.00001512335,0.0001856712,0.0001820081,0.0001295943,0.0008952425,0.0001339885,0.000251272,0.0003470778,0.00002047862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044714,"about_ca_system_score_gemma":0.000008751208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008990301,"about_ca_topic_score_gemma":0.000007964341,"domain_scores_codex":[0.9981564,0.0001862643,0.0007148011,0.0002881738,0.0003901609,0.0002641673],"domain_scores_gemma":[0.9991367,0.0001706777,0.0004745374,0.0001382344,0.00001072195,0.00006911653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005108197,0.0006613495,0.9885368,0.00001178367,0.0004174506,0.00006723548,0.001316687,0.001118798,0.002016672,0.0004840061,0.001400311,0.003458029],"study_design_scores_gemma":[0.001323104,0.000816742,0.9899802,0.00005083146,0.00008752284,0.0001041301,0.0004300807,0.0001112343,0.0002108072,0.0007005869,0.006048512,0.000136292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833633,0.009329279,0.00006006411,0.005098318,0.0005738882,0.0001676126,0.00002377227,0.000001459865,0.001382262],"genre_scores_gemma":[0.9777141,0.02118977,0.00004967311,0.0008738502,0.00004669708,0.000005611805,0.000002588622,0.000006021036,0.00011167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186049,"threshold_uncertainty_score":0.9998387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004641111365257717,"score_gpt":0.2255372637529919,"score_spread":0.2208961523877342,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}