{"id":"W2297793395","doi":"","title":"New Techniques in Digital Holography","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Digital holography; Computer science; Holography; Optics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251416,0.0009150291,0.0008950495,0.002945512,0.0008809097,0.00300379,0.001218569,0.001648573,0.006484029],"category_scores_gemma":[0.00240793,0.0005532475,0.0008983685,0.002197602,0.004954145,0.005128758,0.002652412,0.004687466,0.002228702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252195,"about_ca_system_score_gemma":0.0008088509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005100335,"about_ca_topic_score_gemma":0.0005117247,"domain_scores_codex":[0.9987174,0.0002936765,0.0001035535,0.0002113482,0.0005967109,0.0000772472],"domain_scores_gemma":[0.9990584,0.0004249281,0.00004532449,0.0002422359,0.0001788459,0.00005013395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003227132,0.00002970952,0.0001008958,0.0004696578,0.00002007942,0.0001072121,0.0002603981,0.0007435383,0.004017863,0.8955491,0.01078617,0.08788321],"study_design_scores_gemma":[0.00003767612,0.00006884426,0.0002705957,0.000325758,0.00001960785,0.0008576942,0.0001067045,0.004900284,0.004310278,0.6085158,0.380519,0.00006773299],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005714189,0.3115081,0.4971174,0.009570119,0.01356274,0.0001707792,0.0003182032,0.0008398985,0.1611986],"genre_scores_gemma":[0.1522247,0.236409,0.4920653,0.007988143,0.02250347,0.000505728,0.0005902672,0.000504447,0.08720881],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006484029,"threshold_uncertainty_score":0.02169126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304404132103442,"score_gpt":0.231962537641979,"score_spread":0.2189184963209446,"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."}}