{"id":"W7033139137","doi":"","title":"Perspektiven der laserassistierten Keratoplastik","year":2014,"lang":"en","type":"article","venue":"Desy publication database (The Deutsches Elektronen-Synchrotron)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ablation; Laser; Cornea; Picosecond; Keratomileusis; Human eye; Scanning electron microscope; Wavelength; Corneal topography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009089547,0.0003170595,0.000241989,0.0002284696,0.0004777927,0.0006386023,0.001798644,0.00008588957,0.0001089936],"category_scores_gemma":[0.0005952436,0.0002593677,0.0001081063,0.0007547342,0.0001094144,0.001586159,0.0004063497,0.0003542207,0.0007432285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608076,"about_ca_system_score_gemma":0.0002234338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004210186,"about_ca_topic_score_gemma":0.00001953753,"domain_scores_codex":[0.9975386,0.0001648638,0.0004219276,0.0007102931,0.0005669371,0.0005974],"domain_scores_gemma":[0.996886,0.0004296083,0.0001927428,0.001760816,0.0004474752,0.0002833696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008395164,0.0002429464,0.00168451,0.0000407676,0.000136129,0.000001658185,0.0003729604,0.00251213,0.002844867,0.9391765,0.03945476,0.01352435],"study_design_scores_gemma":[0.0006753771,0.0000721171,0.02466281,0.0000449831,0.00006236836,0.00005724823,0.00008302993,0.3678658,0.002983124,0.001058159,0.6016909,0.0007441065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01144262,0.000253174,0.9578124,0.0267895,0.0004986348,0.0003564567,0.00003748648,0.0003734442,0.002436246],"genre_scores_gemma":[0.911667,0.00003720804,0.08435833,0.001821715,0.0005414754,0.0003039668,0.0005795311,0.00004618055,0.000644553],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9381184,"threshold_uncertainty_score":0.9999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153842238601709,"score_gpt":0.2187902623613401,"score_spread":0.207251839975323,"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."}}