{"id":"W4414270019","doi":"10.22269/250917","title":"Architects in Wonderland","year":2025,"lang":"en","type":"article","venue":"Places","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"","keywords":"Reuse; Simple (philosophy); Meaning (existential); Architecture; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001473008,0.0002614948,0.0001907271,0.0007241781,0.006607926,0.005221884,0.0003295486,0.001246193,0.01848572],"category_scores_gemma":[0.002116245,0.000276,0.000242791,0.0007124973,0.006400024,0.003361553,0.003916842,0.002276155,0.002562169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003337337,"about_ca_system_score_gemma":0.001452267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005977635,"about_ca_topic_score_gemma":0.01841265,"domain_scores_codex":[0.9988213,0.0005794358,0.00003207132,0.0001326165,0.0001598607,0.0002746393],"domain_scores_gemma":[0.9994653,0.0001558983,0.00004109291,0.00008709645,0.00007436558,0.0001762934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006979034,0.00001307149,0.001142376,0.00003400035,0.000004193034,0.0002724336,0.01633013,0.0002355642,0.0004076079,0.8252491,0.128454,0.02778778],"study_design_scores_gemma":[0.000005976915,0.000007987934,0.0005189314,0.00006195743,0.000002494252,0.0001123218,0.004067703,0.0001165148,0.0001574872,0.03626861,0.9586716,0.000008424702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05525073,0.009951571,0.004667592,0.07333823,0.003401713,0.00001758233,0.0002003527,0.0004144306,0.8527579],"genre_scores_gemma":[0.5987323,0.003150662,0.003544632,0.01401721,0.0005422758,0.00002252896,0.0001547858,0.0003284947,0.3795071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01848572,"threshold_uncertainty_score":0.06184089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031772895151832,"score_gpt":0.2213741371263031,"score_spread":0.2110564081747848,"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."}}