{"id":"W1904908038","doi":"10.1139/cjp-2013-0598","title":"Direct surface relief pattering of azo-polymers films via holographic recording","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holography; Fabrication; Grating; Optics; Laser; Polymer; Polarization (electrochemistry); Materials science; 3D optical data storage; Optoelectronics; Diffraction efficiency; Diffraction; Photopolymer; Physics; Composite material; Monomer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007296774,0.0002727711,0.0001628612,0.0001460012,0.0001019564,0.0002360881,0.0002469287,0.0001763336,0.0009936516],"category_scores_gemma":[0.0001643739,0.0002004524,0.0001604612,0.0001159746,0.0001847433,0.0003207826,0.000171822,0.0003923471,0.0002864993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009495309,"about_ca_system_score_gemma":0.00008400213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001591038,"about_ca_topic_score_gemma":0.0003331612,"domain_scores_codex":[0.9999053,0.000007159161,0.000003595385,0.00002015226,0.00004242959,0.00002127025],"domain_scores_gemma":[0.9998481,0.00004661197,0.00004792,0.00002796205,0.0000187155,0.00001066669],"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":[0.000009608932,0.000003676698,0.00003925433,0.00002392985,0.000001142871,0.00002984441,0.00001365142,0.00001901622,0.9981105,0.00003483699,0.00001908131,0.00169536],"study_design_scores_gemma":[0.000002587289,0.00002875311,0.0004819516,0.000001397708,0.000002490645,0.00008017838,0.000006880225,0.0002513639,0.9986951,0.000008485903,0.0004389744,0.000001864849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801001,0.001607982,0.01547422,0.0001122257,0.00005268061,0.00002779313,0.0001291151,0.000198662,0.002297287],"genre_scores_gemma":[0.9820567,0.001106501,0.01326195,0.00003474636,0.00002460197,0.00001456999,0.0001074227,0.00004642996,0.003347073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009936516,"threshold_uncertainty_score":0.003324032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673512828278584,"score_gpt":0.2515784779265826,"score_spread":0.2348433496437967,"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."}}