{"id":"W3008056868","doi":"10.36041/iqjap.v2i1.291","title":"المؤشرات التكنولوجية لعلاقة الشكل بالمنشا في الفضاءات الداخلية المعاصرة","year":2018,"lang":"ar","type":"article","venue":"Iraqi Journal of Architecture and Planning","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"LightMachinery (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008207965,0.0007521821,0.0009476346,0.0008306357,0.0005177946,0.0002426804,0.0006233961,0.0003678156,0.0001990112],"category_scores_gemma":[0.0002142109,0.0006433508,0.0003737721,0.0005252893,0.0003466394,0.0002775359,0.0001576234,0.001838225,0.0001180427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007270187,"about_ca_system_score_gemma":0.0002046671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002069622,"about_ca_topic_score_gemma":0.00001198353,"domain_scores_codex":[0.9963166,0.0002754595,0.001221793,0.000466265,0.0008326438,0.0008872797],"domain_scores_gemma":[0.9974027,0.0006898839,0.0005820488,0.0003521549,0.0003858065,0.0005874074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002568509,0.0002611541,0.007048733,0.001368101,0.002581715,0.003355671,0.0723343,0.3973919,0.01707184,0.001503554,0.02911517,0.4653994],"study_design_scores_gemma":[0.01605881,0.01809727,0.08072888,0.01943553,0.00380047,0.04225522,0.005627892,0.07164861,0.02680976,0.1286334,0.5773588,0.009545352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7131969,0.03464175,0.2255573,0.002104177,0.004376027,0.0004348198,0.00006899543,0.0001865042,0.01943347],"genre_scores_gemma":[0.9761003,0.0002360229,0.0149233,0.0008506837,0.007499665,0.000002470176,0.000009752385,0.0001218331,0.0002559664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5482436,"threshold_uncertainty_score":0.9996018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197855181061142,"score_gpt":0.2389309459580709,"score_spread":0.2269523941474595,"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."}}