{"id":"W3209454859","doi":"10.9734/ajess/2021/v23i130547","title":"Study the Relationship between Selective Characteristics of Farmers and Their Practicing Coping Strategies towards Household Food Security during Flood Period","year":2021,"lang":"en","type":"article","venue":"Asian Journal of Education and Social Studies","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Flood myth; Food security; Coping (psychology); Business; Socioeconomics; Economic growth; Psychology; Geography; Agriculture; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002064073,0.00008118968,0.0002083534,0.000008759992,0.0007667275,0.00007144947,0.00005700301,0.0000323246,0.000001322128],"category_scores_gemma":[0.0002267656,0.00002704431,0.0000440291,0.0001693269,0.0001129119,0.0001755773,0.00003861569,0.0001719941,4.294892e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002244518,"about_ca_system_score_gemma":0.00006502643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001281819,"about_ca_topic_score_gemma":0.00009731826,"domain_scores_codex":[0.9993101,0.0001659811,0.0002375106,0.00008765172,0.0001107883,0.00008791301],"domain_scores_gemma":[0.999154,0.0002122707,0.0003104783,0.00001399007,0.0002798615,0.00002943084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001534494,0.0001484514,0.8202738,0.00002728681,0.0002058024,0.000001422759,0.1656309,2.241634e-7,0.0007579356,0.0003429402,0.00003146177,0.01256446],"study_design_scores_gemma":[0.00004633759,0.0001268612,0.558973,0.00001645219,0.00003324936,0.00001386259,0.440297,1.723864e-8,0.00008766491,0.0003523914,0.00002122183,0.00003191476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943071,0.001353953,6.29531e-7,0.004053448,0.0001014571,0.00008790869,0.000007080157,0.000003473878,0.00008495656],"genre_scores_gemma":[0.9993305,0.0002837049,0.000007678276,0.00001798229,0.0003425449,0.000002337772,0.000001450501,5.676977e-7,0.00001320372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2746661,"threshold_uncertainty_score":0.5897126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07766972251250387,"score_gpt":0.3121660953796095,"score_spread":0.2344963728671056,"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."}}