{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00239369,0.0013393,0.001248149,0.002391311,0.00242274,0.007353921,0.00211059,0.003982258,0.2843243],"category_scores_gemma":[0.01476857,0.0004834798,0.001117014,0.001215742,0.001058948,0.003878033,0.002031585,0.0047152,0.1706655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914878,"about_ca_system_score_gemma":0.003247021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001442807,"about_ca_topic_score_gemma":0.002331415,"domain_scores_codex":[0.9969575,0.0003009345,0.0002516165,0.0005582196,0.00161806,0.000313593],"domain_scores_gemma":[0.9881865,0.001592636,0.0005258863,0.0008286748,0.006660901,0.002205382],"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":[0.00001017081,0.000006043548,0.00002661353,0.0000677534,0.000002053899,0.00003587788,0.00001252599,0.000008913651,0.0000380522,0.0003511466,0.9875736,0.01186738],"study_design_scores_gemma":[0.000005408328,0.000007290162,0.00008834309,0.0001052392,0.000002361629,0.00007216848,0.00003016014,0.00001234908,0.00003791655,0.0003107593,0.9993246,0.000003412375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001772941,0.007179974,0.0003411796,0.03740956,0.886264,0.00007586287,0.0006791654,0.0004041517,0.06746875],"genre_scores_gemma":[0.003211909,0.01200304,0.0006189595,0.03608209,0.595311,0.0001161286,0.001479959,0.0006035398,0.3505735],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2843243,"threshold_uncertainty_score":0,"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."}}