{"id":"W4412056314","doi":"10.18326/imej.v7i1.85-106","title":"MEMBANGUN PESANTREN TANGGUH BENCANA MELALUI LITERASI KEBENCANAAN BERBASIS PARTISIPATORY MAPPING DI KOTA MALANG","year":2025,"lang":"id","type":"article","venue":"Islamic Management and Empowerment Journal","topic":"Educational Research and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Psychology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003596252,0.0004136944,0.0004665428,0.0008116999,0.001730379,0.00100307,0.0007693155,0.0001694226,0.002224298],"category_scores_gemma":[0.0002575931,0.0004004003,0.0002549505,0.0009522722,0.0003809499,0.0005180942,0.0004050753,0.0006860626,0.00005458419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000710209,"about_ca_system_score_gemma":0.0005250399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004006058,"about_ca_topic_score_gemma":0.0003851127,"domain_scores_codex":[0.9950853,0.0009134714,0.0007967576,0.0006328147,0.001306309,0.001265372],"domain_scores_gemma":[0.9982993,0.0003410739,0.0003247482,0.0003465342,0.0002675834,0.0004207836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001376349,0.0007690853,0.2751719,0.0007461616,0.002008829,0.0001919537,0.02962567,0.000005088782,0.00007307665,0.07795759,0.3734172,0.2398958],"study_design_scores_gemma":[0.001715446,0.0001372971,0.3656286,0.001210621,0.0003788782,0.000005797724,0.04478926,0.00007571324,0.0000264819,0.01524289,0.5701845,0.0006044596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5152774,0.008025338,0.0006141002,0.0163664,0.004682488,0.001107126,0.00003581333,0.00005309168,0.4538382],"genre_scores_gemma":[0.7522427,0.02507303,0.001640723,0.0008790679,0.0009359612,0.000055185,0.00003213479,0.00003063502,0.2191105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2392914,"threshold_uncertainty_score":0.9998448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578505333325417,"score_gpt":0.3568568112036692,"score_spread":0.331071757870415,"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."}}