{"id":"W2042430101","doi":"10.1007/s10854-007-9461-8","title":"Reversible vs irreversible photodarkening in a-Se: the kinetics study","year":2007,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Photodarkening; Kinetics; Amorphous solid; Relaxation (psychology); Materials science; Excitation; Phenomenological model; Chemistry; Condensed matter physics; Crystallography; Physics; Optoelectronics","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":[0.0004935511,0.0003795119,0.0005339842,0.0004325985,0.0003233474,0.0006230352,0.0008604013,0.0006562302,0.005293959],"category_scores_gemma":[0.0007938051,0.0003221041,0.0004639319,0.0004174944,0.0004873075,0.001266196,0.0002173651,0.001071545,0.0009966898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005458679,"about_ca_system_score_gemma":0.0003638495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002815187,"about_ca_topic_score_gemma":0.001873264,"domain_scores_codex":[0.9998052,0.00002054379,0.000008790587,0.00005880566,0.00004566984,0.00006100173],"domain_scores_gemma":[0.9992879,0.000402242,0.00005795934,0.00007032235,0.0001515879,0.00002990134],"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":[0.0006950145,0.0003329581,0.0008055174,0.0003547438,0.00005760551,0.0002037797,0.000253099,0.0008755628,0.9800881,0.002544503,0.0004552369,0.01333385],"study_design_scores_gemma":[0.00002634746,0.0004285056,0.002612794,0.0000186294,0.00002866101,0.0002087894,0.0001188594,0.008559209,0.9855444,0.000346128,0.002087996,0.00001973874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798909,0.004686285,0.007250978,0.000175228,0.00006834023,0.00009294067,0.0005282788,0.0001912603,0.007115802],"genre_scores_gemma":[0.9922702,0.0009163814,0.001017689,0.00003510937,0.000006524745,0.0000178632,0.00017447,0.0000391,0.005522733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005293959,"threshold_uncertainty_score":0.01771009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601512243672333,"score_gpt":0.3022544482653602,"score_spread":0.2762393258286369,"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."}}