{"id":"W6930931350","doi":"10.5281/zenodo.15604246","title":"US EPA Equitable Resilience Builder","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Growth Hormone and Insulin-like Growth Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Resilience (materials science); Process (computing); Focus (optics); Community resilience; Climate change; Psychological resilience; Focus group; Adaptation (eye)","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":[0.003128633,0.000693133,0.0003851457,0.002204397,0.001686973,0.002753339,0.001699428,0.002072635,0.1394752],"category_scores_gemma":[0.006082528,0.0004081528,0.000647035,0.002129867,0.0007306642,0.002825277,0.003637554,0.001817242,0.03606449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002544282,"about_ca_system_score_gemma":0.007993789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0228288,"about_ca_topic_score_gemma":0.02921035,"domain_scores_codex":[0.9983157,0.0002783485,0.00004435591,0.0001105616,0.001087736,0.0001632378],"domain_scores_gemma":[0.997927,0.0003991682,0.00008059714,0.0003424358,0.001038477,0.0002123041],"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":[0.00008123735,0.00008806011,0.0006834145,0.0001922665,0.00001167448,0.0001011088,0.0001128408,0.001544237,0.0006437481,0.04692387,0.8543941,0.09522334],"study_design_scores_gemma":[0.00001830305,0.0000134382,0.0003324858,0.00008510277,0.000007257947,0.00005168088,0.00006153296,0.00104822,0.0009581986,0.01112847,0.9862788,0.00001652553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002054086,0.0007091153,0.0234942,0.009967209,0.0005691061,0.0004292795,0.03376082,0.01484701,0.9141691],"genre_scores_gemma":[0.07058826,0.003952497,0.1212931,0.009295817,0.0003043854,0.002109972,0.05151359,0.007205714,0.7337366],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1394752,"threshold_uncertainty_score":0.4665912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279236063454267,"score_gpt":0.2598241114162317,"score_spread":0.2370317507816891,"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."}}