{"id":"W2007508502","doi":"10.1063/1.1631438","title":"Temperature modeling of laser-irradiated azo-polymer thin films","year":2003,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Irradiation; Materials science; Thin film; Polymer; Grating; Laser; Thermal conductivity; Thermal; Polarization (electrochemistry); Temperature gradient; Optoelectronics; Optics; Composite material; Chemistry; Nanotechnology; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006668561,0.000242089,0.0002475704,0.0001568979,0.0002071832,0.0003658533,0.0003612082,0.0004366463,0.0009944817],"category_scores_gemma":[0.0003395468,0.0001896666,0.000380542,0.0001373954,0.0002907252,0.0002685023,0.0001545733,0.0002677967,0.0001544947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005994056,"about_ca_system_score_gemma":0.0003771682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00726011,"about_ca_topic_score_gemma":0.002788807,"domain_scores_codex":[0.9999608,0.000005894928,0.000001905747,0.00001020566,0.00001181937,0.000009454457],"domain_scores_gemma":[0.9998974,0.00004570046,0.0000160527,0.00001142199,0.00002204985,0.000007357126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006752506,0.00002673635,0.001580845,0.00003541336,0.00001847593,0.0001159102,0.00005172533,0.9378629,0.05687966,0.001328068,0.00007285917,0.001959822],"study_design_scores_gemma":[0.000004610834,0.00001676601,0.0003573789,0.000001851624,0.000004668105,0.000009857096,0.00000613157,0.9918264,0.007447368,0.0001566422,0.0001649162,0.000003305003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965088,0.0001724984,0.02988846,0.000077173,0.00001766259,0.00001905737,0.0002167454,0.0001483343,0.004372122],"genre_scores_gemma":[0.9955192,0.000091927,0.003067262,0.000006292114,0.000002284573,0.00002595748,0.00008636962,0.00002037185,0.001180314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00726011,"threshold_uncertainty_score":0.01443571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112395727867215,"score_gpt":0.2785497327497686,"score_spread":0.2574257754710965,"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."}}