{"id":"W4405878530","doi":"10.18280/ijsdp.191224","title":"The Invasion of Commercial Use of Residential Streets and Its Impact on the Cohesion of the Urban Fabric (The Left Side of Mosul City as an Example)","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cohesion (chemistry); Geography; Civil engineering; Forensic engineering; Architectural engineering; Environmental planning; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005496154,0.00008518198,0.0001287861,0.00008203582,0.0002876401,0.0001287517,0.0002668267,0.00002150727,0.00004327011],"category_scores_gemma":[0.0001216404,0.00003235065,0.00005992257,0.00003881979,0.0001747018,0.0002644752,0.00009744121,0.0001583493,1.023628e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002343773,"about_ca_system_score_gemma":0.0001470415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006383889,"about_ca_topic_score_gemma":0.0001768884,"domain_scores_codex":[0.998967,0.00009001069,0.0003865182,0.00006143531,0.0004027095,0.00009231076],"domain_scores_gemma":[0.9985238,0.0005819561,0.0003499183,0.00005379706,0.0004692353,0.0000212529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002367272,0.0001591282,0.04670976,0.0002982221,0.001531473,0.0001572252,0.7606079,0.001951781,0.004964198,0.1535856,0.006746395,0.02092101],"study_design_scores_gemma":[0.0009018692,0.001146082,0.5625303,0.003125245,0.0002064403,0.0001599577,0.2735306,0.0004533344,0.08447392,0.01636191,0.05675593,0.0003543801],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981626,0.0006313573,0.000005437671,0.0006411162,0.0001470568,0.00009705306,0.000006484323,0.000001671081,0.0003071774],"genre_scores_gemma":[0.9992873,0.0000568966,0.00000953505,0.00006015239,0.0001113809,6.568517e-7,0.000002296815,0.000003584244,0.0004681944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5158206,"threshold_uncertainty_score":0.2212324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06218886509734007,"score_gpt":0.2884378438713633,"score_spread":0.2262489787740232,"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."}}