{"id":"W3094624287","doi":"10.20961/shes.v3i1.45077","title":"Adaptive Cycle Of The Wotsogo Village Community In Facing Covid-19 Pandemic In 2020","year":2020,"lang":"en","type":"article","venue":"Social Humanities and Educational Studies (SHEs) Conference Series","topic":"COVID-19 Prevention and Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Psychological resilience; Moment (physics); Resilience (materials science); Distribution (mathematics); Community resilience; 2019-20 coronavirus outbreak; Socioeconomics; Geography; Economic growth; Sociology; Computer science; Psychology; Economics; Mathematics; Biology; Medicine; Virology; Social psychology; Disease; Resource (disambiguation)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005994522,0.0001262199,0.0002755774,0.00004417247,0.001786798,0.00006773036,0.0002532632,0.00006214657,0.0002913402],"category_scores_gemma":[0.001315993,0.0001116632,0.00006547904,0.0002950161,0.001506324,0.0003024017,0.0001958688,0.000288122,0.000002196339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003363474,"about_ca_system_score_gemma":0.001018617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01900579,"about_ca_topic_score_gemma":0.165469,"domain_scores_codex":[0.9983944,0.0006929671,0.0002938689,0.0001456904,0.0002453684,0.0002276886],"domain_scores_gemma":[0.9989972,0.0005866187,0.00014675,0.00006774867,0.0001370536,0.000064608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005464156,0.00005764595,0.07527108,0.0001639404,0.0000355859,3.282653e-7,0.7911106,0.00001073271,0.00002715163,0.1317573,0.0008798236,0.0006312461],"study_design_scores_gemma":[0.0002713231,0.00005117003,0.1412094,0.00007129572,0.0000107597,2.994104e-7,0.7974673,0.000004797271,0.000005076092,0.04196403,0.01879755,0.0001470621],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514431,0.0008018679,0.000008565958,0.04030354,0.0002258348,0.0003289841,0.0000558243,0.00002498685,0.006807311],"genre_scores_gemma":[0.9949011,0.001341889,0.00001015294,0.003076004,0.0001813271,0.0000342023,0.000005962874,0.000005200379,0.000444161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1464632,"threshold_uncertainty_score":0.9995127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2762569362184432,"score_gpt":0.4129400815001564,"score_spread":0.1366831452817132,"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."}}