{"id":"W4411180832","doi":"10.62754/ais.v6i2.134","title":"Editorial","year":2025,"lang":"en","type":"editorial","venue":"Architecture Image Studies","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001679078,0.0006381066,0.0007452159,0.0002832458,0.0001845029,0.00007768643,0.0004659235,0.0005380731,0.00001723154],"category_scores_gemma":[0.001110617,0.0005482252,0.0002467749,0.0002409164,0.0002271367,0.00005967875,0.000219531,0.001715039,0.00008824386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220789,"about_ca_system_score_gemma":0.000173485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005658344,"about_ca_topic_score_gemma":0.00002202654,"domain_scores_codex":[0.9978027,0.00007063552,0.0003898912,0.0004575806,0.0008257708,0.000453449],"domain_scores_gemma":[0.9968098,0.002217611,0.00005893313,0.0003848498,0.0004609599,0.00006780486],"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":[0.0000232115,0.000007314631,8.957386e-8,0.0005718443,0.0007643494,0.00001323946,0.0005160481,0.005724604,0.00004266036,0.00002535423,0.9812961,0.01101516],"study_design_scores_gemma":[0.0002801501,0.00004515091,7.714389e-7,0.0002277477,0.0001423489,0.000001062886,0.00002471988,0.00006146375,0.00006531303,0.01525955,0.9834141,0.0004776147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000001055186,0.007976857,0.01730403,0.0001320391,0.9589123,0.000254141,0.0002421124,0.0007861447,0.01439133],"genre_scores_gemma":[0.00002623424,0.001008245,0.004526555,0.00003903856,0.9925463,0.0001116189,0.0002183199,0.000086356,0.001437343],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.033634,"threshold_uncertainty_score":0.9996969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004458698049759838,"score_gpt":0.2540837705549931,"score_spread":0.2496250725052333,"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."}}