{"id":"W4410385209","doi":"10.1017/9781009486255.004","title":"The Anamorphic","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003231539,0.0004886416,0.0001958216,0.0006970422,0.002437833,0.003946447,0.0004812892,0.0009732076,0.02589805],"category_scores_gemma":[0.0009880936,0.0002188551,0.000247455,0.0005115236,0.004627778,0.003448483,0.00170574,0.00213558,0.006512348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806663,"about_ca_system_score_gemma":0.001109904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419389,"about_ca_topic_score_gemma":0.004621154,"domain_scores_codex":[0.9995769,0.0001351717,0.00001327995,0.00008462675,0.0001373878,0.00005269288],"domain_scores_gemma":[0.9997823,0.00006485932,0.00001831457,0.00003891312,0.00007118703,0.00002445736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002686377,0.00002093622,0.0001991954,0.00010811,0.000002250145,0.0001561945,0.004316592,0.00005840042,0.0009072729,0.8760876,0.0775526,0.040564],"study_design_scores_gemma":[0.000003003984,0.00001347943,0.0002574276,0.0000816121,0.000001849397,0.0003312864,0.001076303,0.00008736766,0.0002440499,0.02514672,0.9727524,0.000004470573],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003844697,0.0027312,0.003478352,0.002653277,0.001397491,0.0000361396,0.00006021788,0.0001019795,0.9856967],"genre_scores_gemma":[0.1608185,0.002448804,0.002554472,0.00286634,0.0006720119,0.000145065,0.0001367595,0.0002430201,0.830115],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02589805,"threshold_uncertainty_score":0.08663756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645090708665596,"score_gpt":0.1762119566634846,"score_spread":0.1597610495768287,"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."}}