{"id":"W2559328547","doi":"","title":"Self-Doubling Phase-Matching in a Nd:YCOB Sphere","year":2008,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optina Diagnostics (Canada)","funders":"","keywords":"Phase (matter); Phase matching; Matching (statistics); Computer science; Materials science; Optics; Mathematics; Chemistry; Physics; Statistics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001435631,0.0003899768,0.0004369548,0.0002045401,0.0001713187,0.0002846087,0.0009116683,0.0002497399,0.00007311528],"category_scores_gemma":[0.0001967694,0.0004224948,0.0001906246,0.0002553994,0.0000757929,0.0001998225,0.0006616961,0.001038936,0.00004063141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090666,"about_ca_system_score_gemma":0.0001122929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003296504,"about_ca_topic_score_gemma":0.0008758359,"domain_scores_codex":[0.9973872,0.0007894954,0.0005807491,0.0005275665,0.0002878405,0.0004271117],"domain_scores_gemma":[0.9977058,0.0003131234,0.0001694535,0.001175949,0.0005181988,0.0001175057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009906369,0.004946884,0.001018309,0.006462744,0.001325064,0.0003168062,0.1372887,0.3257876,0.0747091,0.105546,0.003072945,0.3394268],"study_design_scores_gemma":[0.002445678,9.431963e-7,0.0001961641,0.007236962,0.00005836673,0.0000466665,0.0004717899,0.7656654,0.1177143,0.008769363,0.09560824,0.001786114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7701977,0.004750397,0.08408459,0.001061358,0.0007842488,0.0007146128,0.00005474801,0.001511811,0.1368405],"genre_scores_gemma":[0.929691,0.00372982,0.06407633,0.00003804497,0.00004218244,0.00008139017,0.0001653694,0.0001076688,0.002068145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4398779,"threshold_uncertainty_score":0.9998227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142207875585376,"score_gpt":0.2255906021206946,"score_spread":0.211369814562157,"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."}}