{"id":"W4399930718","doi":"10.18280/ijsdp.190614","title":"Building Community-Based Climate Resilience Through MASAKLIM (Climate-Conscious Students): A Survey Study","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Educational Methods and Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Environmental resource management; Climate change; Community resilience; Climate resilience; Environmental science; Environmental planning; Geography; Engineering; Geology; Oceanography","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":[0.01025392,0.0001270441,0.0001837422,0.0003684366,0.0009135603,0.0009327467,0.0006087695,0.00004929997,0.00002732799],"category_scores_gemma":[0.001241825,0.0001137268,0.0000394325,0.000338911,0.00009428467,0.0007808738,0.0001592529,0.0004117657,0.000002797889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639388,"about_ca_system_score_gemma":0.001095277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009949708,"about_ca_topic_score_gemma":0.0001154618,"domain_scores_codex":[0.9972267,0.000811423,0.0004784657,0.0001341136,0.0009573697,0.0003919071],"domain_scores_gemma":[0.9971407,0.001605013,0.0002088755,0.00006535662,0.0008608534,0.0001192054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002574342,0.0003455385,0.7718235,0.0001103325,0.0002809646,0.001539138,0.2078423,0.0004643083,0.000024925,0.01160281,0.0006207514,0.005087967],"study_design_scores_gemma":[0.0006807225,0.000182012,0.4969265,0.0007648534,0.00003367253,0.00003373566,0.4553499,0.00004221776,0.00009957748,0.00266695,0.04293825,0.0002815383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947527,0.0007041401,0.001825347,0.0005796053,0.001036111,0.0001737342,0.000005632688,0.00002421316,0.0008984837],"genre_scores_gemma":[0.985957,0.0001193131,0.01326473,0.0002063324,0.0002369048,0.000005273213,0.000007680507,0.00001122421,0.0001915241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2748969,"threshold_uncertainty_score":0.8994498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08150914049838381,"score_gpt":0.4523304866110092,"score_spread":0.3708213461126254,"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."}}