{"id":"W4407982759","doi":"10.1177/036063251504500810","title":"Façade Fresh","year":2015,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004094387,0.001294859,0.0005055028,0.001353826,0.009959017,0.006917553,0.001018001,0.001628925,0.443985],"category_scores_gemma":[0.001360948,0.0006410155,0.0007062625,0.001007885,0.002057117,0.002452504,0.004301319,0.003920369,0.1581308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006706236,"about_ca_system_score_gemma":0.005778756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.257008,"about_ca_topic_score_gemma":0.6607316,"domain_scores_codex":[0.9993892,0.00003062269,0.00001127396,0.0001080904,0.0002784669,0.0001823947],"domain_scores_gemma":[0.9989806,0.00002456695,0.00001776748,0.0001087945,0.000406355,0.0004619831],"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":[0.00007769524,0.00004818676,0.001591315,0.0001059416,0.00001124116,0.0003113476,0.004624926,0.0002190583,0.003033647,0.02149035,0.8775802,0.09090606],"study_design_scores_gemma":[0.00000237779,0.000009706276,0.001345386,0.00002609663,0.000003004656,0.00003983392,0.001436562,0.00002008628,0.0001772859,0.0004805207,0.9964492,0.00000990508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007284875,0.001181667,0.003628126,0.009265735,0.004420757,0.0001597727,0.002298669,0.002891487,0.9688689],"genre_scores_gemma":[0.01346304,0.0002821033,0.001334399,0.0009679474,0.0001910504,0.00001367835,0.0004277542,0.0007523537,0.9825677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.443985,"threshold_uncertainty_score":0.793088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03302616271663448,"score_gpt":0.2351576093798333,"score_spread":0.2021314466631988,"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."}}