{"id":"W4396891831","doi":"10.1364/ofc.2024.th3g.2","title":"Multi-Transverse Mode Multiply-and-Accumulate Operation toward Advancement of Photonic Accelerators","year":2024,"lang":"en","type":"article","venue":"","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transverse plane; Mode (computer interface); Photonics; Transverse mode; Physics; Computer science; Optoelectronics; Materials science; Optics; Engineering; Structural 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004689253,0.0003645128,0.0001607322,0.0003951276,0.0003878484,0.0006288209,0.0004655214,0.0003023968,0.002374459],"category_scores_gemma":[0.0003362286,0.0001714023,0.0001387373,0.0002526057,0.0003575074,0.0008858193,0.000750727,0.0004916865,0.0005347772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305067,"about_ca_system_score_gemma":0.0003984751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000200786,"about_ca_topic_score_gemma":0.0004320254,"domain_scores_codex":[0.9998846,0.00001705113,0.000005377005,0.00001599984,0.00005239722,0.00002449341],"domain_scores_gemma":[0.9998226,0.00003871089,0.0000350373,0.00002868388,0.00004920606,0.00002582343],"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":[0.0003695198,0.0001458852,0.0023177,0.000162916,0.00001545808,0.0001805081,0.0002815247,0.005452094,0.8415649,0.07981836,0.001234041,0.06845714],"study_design_scores_gemma":[0.00003929379,0.000622478,0.000981745,0.00004449874,0.00002062039,0.0005464379,0.00007603061,0.08484115,0.8861034,0.0099239,0.01676462,0.00003583282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7857004,0.003365989,0.1725166,0.001335163,0.0001895242,0.00009660667,0.0001610371,0.001320307,0.03531443],"genre_scores_gemma":[0.8948774,0.0007490872,0.09898562,0.00007576899,0.00004663031,0.00005493508,0.00004449712,0.00003405939,0.005132089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002374459,"threshold_uncertainty_score":0.007943392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599250058535752,"score_gpt":0.2850127370051192,"score_spread":0.2590202364197617,"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."}}