{"id":"W4392967358","doi":"10.1002/smsc.202300350","title":"Polarized Raman Microscopy to Image Microstructure Changes in Silicon Phthalocyanine Thin‐Films","year":2024,"lang":"en","type":"article","venue":"Small Science","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Materials science; Microstructure; Thin film; Annealing (glass); Spin coating; Raman spectroscopy; Physical vapor deposition; Silicon; Chemical engineering; Nanotechnology; Composite material; Optoelectronics; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003686833,0.0001645861,0.0001401467,0.0002193555,0.00007645361,0.0003019955,0.0004491813,0.00006829453,0.0001151014],"category_scores_gemma":[0.00003199437,0.0001518495,0.00002614402,0.001333966,0.0000941883,0.000136162,0.00009187146,0.0003147118,0.00007112321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534852,"about_ca_system_score_gemma":0.0001149406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001506597,"about_ca_topic_score_gemma":0.0008751167,"domain_scores_codex":[0.9987797,0.000007863326,0.0001307515,0.0003622604,0.0001530038,0.0005664749],"domain_scores_gemma":[0.9995628,0.00002273922,0.000008947799,0.0002482001,0.00002687665,0.0001304169],"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":[0.000002999993,0.000004124307,0.0001030546,0.00004488269,0.000002863502,0.00001750269,0.0007601743,0.0001221479,0.9982288,0.0002757179,0.0002197926,0.0002178784],"study_design_scores_gemma":[0.0001094236,0.00005290559,0.0008533357,0.0000568047,0.000003682814,0.00002453889,0.00004054915,0.01151898,0.9843071,0.0003098633,0.00251923,0.0002035908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963189,0.001119631,0.000259605,0.0003915614,0.0007118711,0.000217111,0.00002421224,0.0002367912,0.0007202515],"genre_scores_gemma":[0.9975483,0.00005998849,0.001881155,0.0002117301,0.00006457678,0.000007850332,0.000003566551,0.00003140441,0.0001914537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01392177,"threshold_uncertainty_score":0.6192243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006194053016715174,"score_gpt":0.2322284777665994,"score_spread":0.2260344247498842,"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."}}