{"id":"W1178772961","doi":"","title":"Femtosecond Laser Ablation Thresholds for Cornea and Transparent Materials","year":2004,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Institut National de la Recherche Scientifique","funders":"","keywords":"Ablation; Femtosecond; Cornea; Materials science; Laser; Laser ablation; Optics; Optoelectronics; Physics; Engineering; Aerospace engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001163567,0.0001488936,0.0002633459,0.000176253,0.0003693796,0.00007884473,0.0001933626,0.00008842768,0.0001331048],"category_scores_gemma":[0.0003717659,0.0001177787,0.00003731318,0.0005631494,0.004175548,0.000389609,0.00006535243,0.0001183975,0.0000195325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105248,"about_ca_system_score_gemma":0.0006189372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009153381,"about_ca_topic_score_gemma":0.000006612536,"domain_scores_codex":[0.9982244,0.00004704466,0.0002287004,0.0005709,0.0004160518,0.0005129118],"domain_scores_gemma":[0.9990494,0.00007989823,0.00006592672,0.0001705216,0.000214143,0.000420132],"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":[0.00008018446,0.00009015901,0.01925866,0.00004344291,0.000009789303,0.00006341881,0.0006060308,0.00002992529,0.9789647,0.000585374,0.000006585828,0.0002616764],"study_design_scores_gemma":[0.0009927716,0.001233489,0.1798371,0.00005227346,0.00001638127,0.0003454508,0.0001348465,0.000138062,0.8071036,0.01000573,0.00002220944,0.0001180789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970524,0.00005473584,0.00006603367,0.001344663,0.0001540786,0.0006794795,0.00002024326,0.00002234988,0.000605983],"genre_scores_gemma":[0.9977281,0.000005463688,0.001703313,0.0002784944,0.00005839435,0.00006608866,0.00001363204,0.000009806085,0.0001366704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1718612,"threshold_uncertainty_score":0.9985345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08958788097311039,"score_gpt":0.39671390741097,"score_spread":0.3071260264378596,"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."}}