{"id":"W3195622440","doi":"10.11159/icepr21.128","title":"A Good Practice Project Related To Sustainable Solutions to Addressthe Global Pandemic and Achieve Agenda 2030","year":2021,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Computer science; Environmental planning; Political science; Environmental science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007408244,0.0002362104,0.0003509499,0.0003104467,0.0006465263,0.00007063805,0.000740964,0.0001703543,0.00001838843],"category_scores_gemma":[0.004563194,0.0001734464,0.00007280245,0.002171758,0.0001178229,0.000284832,0.002800721,0.0005780151,0.00004039414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268696,"about_ca_system_score_gemma":0.0003562641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001865594,"about_ca_topic_score_gemma":0.0003035156,"domain_scores_codex":[0.9978896,0.00006907467,0.00045414,0.0005049932,0.0003345042,0.0007477288],"domain_scores_gemma":[0.9984692,0.0002896928,0.0003333304,0.0004007199,0.0004271563,0.00007985198],"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":[0.0009148295,0.0001904739,0.005461719,0.0003950984,0.0002329863,0.00002182453,0.003026794,0.000007891991,0.001367287,0.4460346,0.5212147,0.0211318],"study_design_scores_gemma":[0.0008422636,0.0002669069,0.001172318,0.001027098,0.00013179,0.00001518248,0.1245847,0.000007668711,0.001621605,0.01785526,0.8522058,0.0002694165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3945411,0.00125888,0.00003376479,0.295715,0.0009533793,0.006526293,0.00005298605,0.00208094,0.2988376],"genre_scores_gemma":[0.6664402,0.0002985682,0.002666707,0.004418979,0.00003458742,0.0007757249,0.00000204896,0.00004204439,0.3253211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4281794,"threshold_uncertainty_score":0.7072938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06069433593379055,"score_gpt":0.4007826907610416,"score_spread":0.340088354827251,"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."}}