{"id":"W2889626548","doi":"10.1515/aot-2018-0031","title":"Formation of cross-superposed LIPSSs on bulk chalcogenide glasses using fs-laser","year":2018,"lang":"en","type":"article","venue":"Advanced Optical Technologies","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Chalcogenide; Materials science; Femtosecond; Laser; Sapphire; Irradiation; Optics; Fluence; Perpendicular; Optoelectronics; Physics","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":[0.00008358664,0.0002085215,0.0002516876,0.0001617309,0.0000808454,0.00005676761,0.0003336678,0.000246746,0.000009032909],"category_scores_gemma":[0.0003897574,0.0001850478,0.00004623805,0.0002904747,0.0005005507,0.0006004511,0.0001234452,0.0001599324,0.00002657223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009260842,"about_ca_system_score_gemma":0.00001073929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001451511,"about_ca_topic_score_gemma":0.000001379644,"domain_scores_codex":[0.9989535,0.000005956716,0.0003386402,0.0002057339,0.0001713177,0.0003248434],"domain_scores_gemma":[0.9993006,0.00005555697,0.00005866988,0.0004135531,0.0001461977,0.00002543542],"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":[0.00007812396,0.00004148299,0.00006691633,0.0002167739,0.00001759759,0.000005691786,0.00004207009,0.003497365,0.9542186,0.005160792,0.00003497147,0.03661958],"study_design_scores_gemma":[0.0002110406,0.0002185595,0.00004934276,0.0001409017,0.000008974964,0.000007238695,0.00005734679,0.01247807,0.9737667,0.01224021,0.0006133605,0.0002081997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622656,0.00007950851,0.03007105,0.00006989169,0.0002176875,0.0001995123,0.00001279677,0.005335511,0.001748436],"genre_scores_gemma":[0.8985849,0.00006763757,0.1012255,0.00001367624,0.00003529121,0.00002409676,0.000003908524,0.00003727801,0.000007720857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07115445,"threshold_uncertainty_score":0.7546031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243096413610388,"score_gpt":0.2984696701087111,"score_spread":0.2741600287476723,"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."}}