{"id":"W7128629895","doi":"10.1145/3768617.3770729","title":"Dynamic Asynchronous Controller for Integrated Photonic Networks: Introducing CLAP","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Controller (irrigation); Asynchronous communication; Control theory (sociology); Control system; Photonics","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":[0.0008512719,0.0005864157,0.0005288222,0.0007548533,0.0006969685,0.001951005,0.002139758,0.0008247438,0.004297841],"category_scores_gemma":[0.002019669,0.0003111262,0.0003199055,0.0005217763,0.0008080943,0.002301872,0.00165728,0.002386826,0.001284611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008743122,"about_ca_system_score_gemma":0.001326475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200654,"about_ca_topic_score_gemma":0.002169553,"domain_scores_codex":[0.9991823,0.0001076888,0.0000415771,0.0002388967,0.000327637,0.0001018433],"domain_scores_gemma":[0.9990712,0.0002147273,0.00005499177,0.0002422263,0.0003198784,0.00009682368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003992109,0.0004301438,0.0007171238,0.0002506651,0.00004473434,0.0003053949,0.0002315778,0.0318715,0.06914264,0.5362304,0.01148931,0.3488873],"study_design_scores_gemma":[0.00009538772,0.0003962574,0.000212374,0.00009034349,0.00004627594,0.00045371,0.00005990083,0.7797492,0.03693,0.1008479,0.08104283,0.00007585241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008512672,0.001144679,0.9619784,0.0005082915,0.0009409563,0.0001736997,0.00006123903,0.001810891,0.02486925],"genre_scores_gemma":[0.4755324,0.001547895,0.4977148,0.001086994,0.001324531,0.0003323141,0.0001524362,0.000428799,0.02187982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004297841,"threshold_uncertainty_score":0.01437777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004089490229784636,"score_gpt":0.2320721031619684,"score_spread":0.2279826129321838,"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."}}