{"id":"W2733772630","doi":"10.47125/jesam/2017_1/08","title":"Adaptive Capacity Index of Public Schools in the Municipalities of Bay and Los Baños, Laguna, Philippines","year":2017,"lang":"en","type":"article","venue":"Journal of Environmental Science and Management","topic":"Education and Vocational Training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Division of Human Resource Development","keywords":"Livelihood; Index (typography); Bay; Adaptive capacity; Asset (computer security); Psychological intervention; Geography; Business; Psychology; Computer science; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005776098,0.0002214618,0.0001241416,0.001975707,0.000463468,0.0005482814,0.0003269756,0.0001672194,0.002477357],"category_scores_gemma":[0.002043054,0.0001250028,0.0001246376,0.001808531,0.0004870612,0.0003939613,0.0007364734,0.0002447734,0.0001812656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119546,"about_ca_system_score_gemma":0.001151395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03041435,"about_ca_topic_score_gemma":0.04509873,"domain_scores_codex":[0.9996703,0.00008633637,0.00003741034,0.0000398962,0.00007827814,0.0000878123],"domain_scores_gemma":[0.9980946,0.0002654584,0.0006867753,0.00007025647,0.0004303213,0.0004525803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002124395,0.00004946593,0.9924198,0.00002046974,0.0000105896,0.00006346629,0.002105278,0.0003016639,0.0002615034,0.000142338,0.0002567589,0.004347551],"study_design_scores_gemma":[0.000001202618,0.00003388149,0.9960765,0.000006038314,0.000002998356,0.00002159364,0.0029986,0.0002827309,0.00007230815,0.00005009943,0.0004510516,0.000002947637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981799,0.00002143632,0.00006313159,0.00002853452,8.398584e-7,0.00001420211,0.000235815,0.000008625687,0.001447555],"genre_scores_gemma":[0.9994434,0.00001619368,0.00009502073,0.000003471755,8.611721e-7,0.00001589419,0.0001611685,9.755399e-7,0.0002630574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03041435,"threshold_uncertainty_score":0.06047463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1126803828540679,"score_gpt":0.344329408802497,"score_spread":0.2316490259484291,"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."}}