{"id":"W4313412964","doi":"10.1109/contie56301.2022.10004416","title":"General Chairs Message","year":2022,"lang":"en","type":"article","venue":"","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Face (sociological concept); Library science; Political science; Process (computing); Quality (philosophy); Public relations; Economic growth; Sociology; Engineering; Computer science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003149763,0.0008398556,0.0008859323,0.0008883046,0.003122976,0.005044567,0.002099182,0.01340047,0.3440756],"category_scores_gemma":[0.01421229,0.0005658306,0.0009257892,0.0007971397,0.001006808,0.003914314,0.002448845,0.01291267,0.244565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003099278,"about_ca_system_score_gemma":0.007450231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005045373,"about_ca_topic_score_gemma":0.008812837,"domain_scores_codex":[0.9971609,0.0002802272,0.0001443843,0.000559376,0.001350849,0.0005041924],"domain_scores_gemma":[0.9900849,0.001119168,0.0002726468,0.0004519561,0.005301611,0.002769685],"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":[0.000007163825,0.000005882162,0.00004188047,0.00001997081,6.101045e-7,0.00002275027,0.00001440985,0.000005089005,0.0000341576,0.000617538,0.9952255,0.004005037],"study_design_scores_gemma":[0.000006814928,0.000007471676,0.000230398,0.00004240549,0.000001110746,0.00004200156,0.00007977073,0.00001529613,0.00003396508,0.0002967021,0.99924,0.000003963889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006537529,0.002060843,0.0007851083,0.4662039,0.3453353,0.0003759875,0.001859199,0.0009690532,0.1817569],"genre_scores_gemma":[0.004112551,0.001211978,0.0005431579,0.284088,0.04302504,0.0003530962,0.0008798364,0.0003952258,0.6653911],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3440756,"threshold_uncertainty_score":0.9355966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09009046287802525,"score_gpt":0.4479814688427076,"score_spread":0.3578910059646824,"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."}}