{"id":"W4392188427","doi":"10.1109/icecce61019.2023.10442351","title":"Visible Light Communication for Outdoor Positioning: A Review","year":2023,"lang":"en","type":"review","venue":"","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Visible light communication; Optoelectronics; Light-emitting diode; 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":[0.0005085766,0.0007899939,0.0009608893,0.002436555,0.0003264274,0.001018256,0.0008709407,0.0009534141,0.007241928],"category_scores_gemma":[0.0007758418,0.0003581934,0.0006079099,0.00239322,0.0003057483,0.001606886,0.0005453078,0.001158728,0.003169516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003739426,"about_ca_system_score_gemma":0.001077753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136411,"about_ca_topic_score_gemma":0.001923474,"domain_scores_codex":[0.999798,0.00002785355,0.00002802851,0.0000396122,0.00008595434,0.00002056375],"domain_scores_gemma":[0.9995049,0.0002509203,0.00006947574,0.00001340939,0.0001317957,0.0000295228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003954574,0.00009585173,0.000228984,0.03233253,0.00006941825,0.0002208524,0.00007828616,0.0005440559,0.002664775,0.004432564,0.03180807,0.9274849],"study_design_scores_gemma":[0.000005188364,0.00009752395,0.0005063277,0.004314435,0.00008727721,0.0008160867,0.00005505633,0.0001146298,0.0005869677,0.0009776388,0.9924197,0.00001921879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001663767,0.9969621,0.0002515277,0.000198863,0.0002608248,0.000008058601,0.00002549744,0.00001008069,0.002116629],"genre_scores_gemma":[0.0006879673,0.9980571,0.0002542219,0.0001124384,0.0001516584,0.000006421495,0.00002928816,0.000001803785,0.0006990782],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007241928,"threshold_uncertainty_score":0.02422667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08797362988412159,"score_gpt":0.3655648938060243,"score_spread":0.2775912639219027,"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."}}