{"id":"W2202763960","doi":"10.5539/ach.v8n1p112","title":"A Traditional Community in the Chao Phraya River Basin II: Influence of Water Circulation on the Traditional Living Culture according to the Settlement Pattern","year":2015,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Geography; Fishing; Adaptability; Wetland; Water resource management; Socioeconomics; Fishery; Ecology; Agriculture; Environmental science; Sociology; Archaeology","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":[0.0003454243,0.0001127942,0.0001066059,0.00002991257,0.000925308,0.00002693263,0.0001839514,0.00002394647,0.0001063666],"category_scores_gemma":[0.00001927714,0.00004370093,0.0000486383,0.00001991702,0.0002821891,0.0001062072,0.00004667404,0.0003050715,0.000009015247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008561394,"about_ca_system_score_gemma":0.00001345862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000334121,"about_ca_topic_score_gemma":0.001313186,"domain_scores_codex":[0.9992107,0.0002064454,0.000135639,0.00009424926,0.0002358891,0.0001171405],"domain_scores_gemma":[0.9996685,0.00007737138,0.00004536115,0.0001269372,0.00005595381,0.00002584561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001014627,0.00006946494,0.000600857,0.00001164209,0.00002487145,9.6595e-7,0.9018146,0.00004959483,0.00005386779,0.02255516,0.0741071,0.0007016973],"study_design_scores_gemma":[0.0001840265,0.0002231748,0.08402605,0.000136238,0.00003139198,0.000008514005,0.1172174,0.00001218108,0.000009495629,0.003833018,0.7941622,0.0001563117],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494897,0.0003997723,0.00000625152,0.01256104,0.0001656982,0.0002969365,0.0001123767,0.00001381291,0.03695447],"genre_scores_gemma":[0.9942548,0.000006335742,0.000004683812,0.004417323,0.0003446542,0.00004310183,0.00003588758,0.000004493485,0.000888689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7845972,"threshold_uncertainty_score":0.7116814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09709572778827662,"score_gpt":0.2131523369054083,"score_spread":0.1160566091171317,"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."}}