{"id":"W4392916160","doi":"10.3390/iot5010009","title":"Integration of Smart Cane with Social Media: Design of a New Step Counter Algorithm for Cane","year":2024,"lang":"en","type":"article","venue":"IoT","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cane; Computer science; Social media; Algorithm; Agricultural engineering; Engineering; World Wide Web; Biology; Food science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002961138,0.0005702562,0.0004553096,0.0006903569,0.0005090435,0.001042815,0.001418461,0.0008012551,0.006611296],"category_scores_gemma":[0.000850654,0.0002500539,0.0003524596,0.000323319,0.0003352082,0.001180348,0.0008192362,0.0003357439,0.001961624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003659834,"about_ca_system_score_gemma":0.0004880462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402727,"about_ca_topic_score_gemma":0.002052761,"domain_scores_codex":[0.9996382,0.00004824566,0.00002053589,0.00009081899,0.0001524831,0.00004972428],"domain_scores_gemma":[0.9997261,0.00005426196,0.00001952203,0.00003746149,0.0001329027,0.00002972704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007906604,0.0006460655,0.005821959,0.0005132405,0.0001404128,0.001504968,0.0006254881,0.03790626,0.1470783,0.02912341,0.01520533,0.760644],"study_design_scores_gemma":[0.0001142282,0.0006017049,0.002793038,0.00007635351,0.0001309348,0.001157991,0.0002583511,0.7968807,0.1160287,0.004512955,0.07733977,0.0001052482],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03449849,0.0003167973,0.9400446,0.0003839954,0.0002873638,0.0005166375,0.0001194775,0.0044902,0.0193424],"genre_scores_gemma":[0.561685,0.0002884942,0.4135674,0.0004292022,0.00006394115,0.0005699181,0.0002084995,0.0002499301,0.02293757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006611296,"threshold_uncertainty_score":0.02211696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001352608807617,"score_gpt":0.2311688651333334,"score_spread":0.2111553390452572,"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."}}