{"id":"W2003391188","doi":"10.1063/1.4826586","title":"Multiple-interface tracking of degradation process in organic photovoltaics","year":2013,"lang":"en","type":"article","venue":"AIP Advances","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Degradation (telecommunications); Photovoltaics; Materials science; Capacitance; Interface (matter); Electrical impedance; Dielectric spectroscopy; Optoelectronics; Organic solar cell; Electrode; Nanotechnology; Photovoltaic system; Computer science; Electrical engineering; Chemistry; Polymer; Composite material; Telecommunications; Engineering","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":[0.00006325453,0.0001198183,0.000157761,0.00006564659,0.00001858783,0.00001714167,0.000141745,0.00005339645,0.0001663962],"category_scores_gemma":[0.00004885738,0.0001193897,0.00002191838,0.000301428,0.00001810507,0.0004234095,0.00001066904,0.0001558277,0.00001899181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006059436,"about_ca_system_score_gemma":0.00002215937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004767439,"about_ca_topic_score_gemma":0.0004836039,"domain_scores_codex":[0.9992825,0.000008646218,0.0002466258,0.0001276776,0.0001084888,0.0002260149],"domain_scores_gemma":[0.999667,0.00006753098,0.00004838379,0.0001264792,0.000059,0.00003152827],"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":[0.000004362516,0.00003608129,0.01523533,0.0001896831,0.00001234277,6.767663e-7,0.0006646848,0.006559174,0.9710615,0.00003818039,0.00003143761,0.006166595],"study_design_scores_gemma":[0.0002568043,0.00004271463,0.001702923,0.00005741747,0.000004310643,0.000002271073,0.0003158982,0.0291348,0.966125,0.001292723,0.0009132636,0.0001519506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937113,0.003114957,0.002400592,0.00001366151,0.000121224,0.0002185633,0.000002815917,0.00008711132,0.0003297642],"genre_scores_gemma":[0.9989808,0.000638507,0.0002652441,0.00001151778,0.00001992431,0.00001734667,0.000004595611,0.00003084644,0.00003118421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02257563,"threshold_uncertainty_score":0.4868569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006841597320006383,"score_gpt":0.2304300244891647,"score_spread":0.2235884271691583,"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."}}