{"id":"W4399125667","doi":"10.51189/conbracib2024/34087","title":"FORMIGA: VETORES MECÂNICOS EM AMBIENTES HOSPITALARES","year":2024,"lang":"pt","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quebec Rehabilitation Research Network","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002164798,0.0003902324,0.0002810729,0.0003011116,0.00009920634,0.000578514,0.0002356946,0.0001714848,0.001688538],"category_scores_gemma":[0.00005357537,0.0003509228,0.0001758402,0.0005191498,0.00002629076,0.0003814059,0.0001265301,0.0002752303,0.001730714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003764778,"about_ca_system_score_gemma":0.0001595214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004624629,"about_ca_topic_score_gemma":0.00002082541,"domain_scores_codex":[0.9981065,0.00002017781,0.0003895242,0.0004223577,0.0003446703,0.0007167991],"domain_scores_gemma":[0.9992917,0.0001168181,0.00001557722,0.0003066761,0.00007441712,0.0001948012],"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":[0.00004068943,0.0001699638,0.0008547207,0.005176186,0.001398424,0.002053662,0.02282982,0.001545115,0.0008675901,0.08631334,0.7551386,0.1236119],"study_design_scores_gemma":[0.001202913,0.0006513196,0.01175792,0.00202261,0.0003400512,0.0001283194,0.05314872,0.2858104,0.03349542,0.006752874,0.6013473,0.003342104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5355017,0.1897802,0.1279196,0.002859357,0.02163061,0.002994442,0.0001158672,0.009799851,0.1093984],"genre_scores_gemma":[0.9459491,0.0005355403,0.0008392165,0.0001229353,0.0002207481,0.00007115422,0.00002023448,0.0001072442,0.05213381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4104474,"threshold_uncertainty_score":0.9998943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008020412353656485,"score_gpt":0.2195423818981835,"score_spread":0.211521969544527,"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."}}