{"id":"W2096273047","doi":"10.1109/iecec.1989.74708","title":"Design and optical modulation of electrochromic windows","year":2003,"lang":"en","type":"article","venue":"","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Electrochromism; Electrochromic devices; Materials science; Conductive polymer; Polymer; Fabrication; Layer (electronics); Electrolyte; Optoelectronics; Electrochemistry; Electrical conductor; Coating; Nanotechnology; Electrode; Composite material; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001238939,0.00002809361,0.00004709165,0.00001257286,0.00003046767,0.000009377103,0.00002425484,0.00001520789,0.0002445267],"category_scores_gemma":[0.00001752716,0.00002358665,0.000006252655,0.00004006559,0.00003091235,0.00003370161,0.000004870676,0.00001357534,0.00001079671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004040105,"about_ca_system_score_gemma":0.00001609861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007772474,"about_ca_topic_score_gemma":6.879856e-7,"domain_scores_codex":[0.9997243,0.00001687723,0.00007322044,0.00008178681,0.00003934537,0.0000645172],"domain_scores_gemma":[0.9998385,0.00003884344,0.00002033868,0.00007002038,0.00001247371,0.00001977766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000209667,0.000008733623,0.00001680271,0.000001253824,5.404574e-7,2.851159e-8,0.00002675293,0.00006792888,0.9899548,0.009494448,0.00003480219,0.0003918646],"study_design_scores_gemma":[0.00007392787,0.00001812782,0.000304283,0.000001069627,0.000003047704,0.000003953553,0.00001130814,0.0006659391,0.9968479,0.001979055,0.00006219528,0.00002917277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8279856,0.00002384204,0.1707519,0.00006369058,0.00001369423,0.00006764899,1.492948e-7,0.00001234148,0.001081125],"genre_scores_gemma":[0.9555985,0.000001887807,0.04415698,0.00001510229,0.000004877231,0.000005238972,2.222942e-7,0.000002280995,0.0002149136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1276129,"threshold_uncertainty_score":0.2677396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463728815552981,"score_gpt":0.2569872110655693,"score_spread":0.2323499229100394,"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."}}