{"id":"W2805486413","doi":"10.1145/3209281.3209379","title":"HandYwiN","year":2018,"lang":"en","type":"article","venue":"","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Laval","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009940829,0.0009815014,0.0005738323,0.002067778,0.002612639,0.004722068,0.001408782,0.001635327,0.4133473],"category_scores_gemma":[0.004251261,0.0004778484,0.0003740227,0.001648685,0.001037436,0.004447744,0.004478405,0.001617038,0.1623056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568761,"about_ca_system_score_gemma":0.002961368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008984927,"about_ca_topic_score_gemma":0.01644555,"domain_scores_codex":[0.9986047,0.0001592615,0.00006431901,0.0004138177,0.0005850125,0.0001729755],"domain_scores_gemma":[0.9979925,0.0003649527,0.0001148069,0.0003509052,0.000681753,0.0004951073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001951295,0.00008235988,0.001647342,0.0003287607,0.000009409091,0.0004753732,0.001300543,0.0003149938,0.002186645,0.04677079,0.4900471,0.4566415],"study_design_scores_gemma":[0.000006718422,0.00001714437,0.0006204155,0.00008244598,0.000002428242,0.0001669226,0.0002854061,0.0002198119,0.0005095241,0.003074978,0.9950008,0.00001337853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00537145,0.00203736,0.0181863,0.005856102,0.001860565,0.0003356385,0.004174602,0.00637414,0.9558039],"genre_scores_gemma":[0.0194484,0.001498199,0.01136019,0.001373988,0.0001551137,0.0003309417,0.00249933,0.001545253,0.9617885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4133473,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008980657452471303,"score_gpt":0.1860161111465492,"score_spread":0.1770354536940779,"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."}}