{"id":"W1936054601","doi":"10.1002/ad.1976","title":"From Mass Customisation to Design ‘Democratisation’","year":2015,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Democratization; Democracy; Capitalism; Political science; Sociology; Engineering; Political economy; Economy; History; Law; Archaeology; Economics","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":[0.004903062,0.0006845829,0.0004328173,0.001060589,0.002727979,0.006339153,0.0009895236,0.00163584,0.01003844],"category_scores_gemma":[0.00579755,0.0005338508,0.0003785087,0.0008679417,0.03935117,0.008965358,0.00736256,0.003489173,0.001630789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005755748,"about_ca_system_score_gemma":0.002059638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791502,"about_ca_topic_score_gemma":0.003059649,"domain_scores_codex":[0.9952122,0.002406025,0.0001694631,0.0009216306,0.0009093145,0.0003812986],"domain_scores_gemma":[0.9952719,0.001604458,0.0003128649,0.002256442,0.0003326161,0.0002217584],"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":[0.00002098815,0.00001672447,0.0003526762,0.00009378962,0.00001358605,0.00005103914,0.007360425,0.001482664,0.0005003643,0.9627815,0.005494252,0.02183199],"study_design_scores_gemma":[0.00001725703,0.00003993246,0.0006792757,0.0001965515,0.000007527391,0.0001752924,0.003225567,0.001233094,0.0007565112,0.7095376,0.2841107,0.0000207188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06598753,0.00810313,0.09405147,0.06168718,0.0008053893,0.00009369665,0.00008291656,0.0004582209,0.7687304],"genre_scores_gemma":[0.9141604,0.003918239,0.02044857,0.003849415,0.0004585344,0.0001138372,0.00007211464,0.000437303,0.05654154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01003844,"threshold_uncertainty_score":0.0417611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04494091083215616,"score_gpt":0.2317399865004309,"score_spread":0.1867990756682747,"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."}}