{"id":"W2620915309","doi":"10.5539/jsd.v10n3p46","title":"Influences of Social Capital on Natural Disaster Research in Japan","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Otsuka Pharmaceutical","keywords":"Social capital; Natural disaster; Context (archaeology); Capital (architecture); Sociology; Psychology; Social psychology; Geography; Social science","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":[0.00312676,0.00007823626,0.0001903836,0.0004188543,0.001087239,0.0002608371,0.0008596041,0.00005297781,0.00004080707],"category_scores_gemma":[0.0003548778,0.00006132424,0.00005084237,0.0002170051,0.0005968797,0.0007659307,0.0002119147,0.0002904758,0.000007634242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500362,"about_ca_system_score_gemma":0.0006990886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002782268,"about_ca_topic_score_gemma":0.0003361901,"domain_scores_codex":[0.9977182,0.0001526559,0.000397664,0.0001131715,0.001129378,0.0004889263],"domain_scores_gemma":[0.998844,0.00007614981,0.0003806251,0.0001102298,0.0005180858,0.00007087545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003906882,0.0004970191,0.1011442,0.0002394075,0.00009217913,0.0005756773,0.7275006,0.00003116002,0.0001364935,0.1254701,0.003176423,0.04074597],"study_design_scores_gemma":[0.000356819,0.00006084339,0.5422664,0.00008939498,0.000002807267,6.117187e-7,0.4336507,8.917825e-7,0.0000912414,0.002226068,0.02117337,0.00008091437],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630499,0.00005349823,9.31423e-7,0.001942929,0.0002338126,0.0001567308,1.15021e-7,0.000002214731,0.03455986],"genre_scores_gemma":[0.9861144,0.0000198688,0.00009239579,0.00002415578,0.0001365253,0.000003647449,1.573631e-7,0.00000428757,0.0136046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4411221,"threshold_uncertainty_score":0.8362271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334220905751803,"score_gpt":0.3784263924410999,"score_spread":0.3350841833835819,"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."}}