{"id":"W7079535363","doi":"10.26108/9kbw-vx76","title":"Exploring holistic resilience in Nova Scotia: a study of Hall's Harbour","year":2023,"lang":"en","type":"other","venue":"AcadiaU-DEV","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community resilience; Socioeconomic status; Psychological resilience; Context (archaeology); Adaptive capacity; Resilience (materials science); Climate change; Climate resilience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000736914,0.0003055434,0.0003090406,0.0008059104,0.00977285,0.001914731,0.000935429,0.0005457427,0.002768114],"category_scores_gemma":[0.001335856,0.0003096605,0.000181934,0.001140297,0.003633414,0.000656512,0.002857259,0.001003097,0.0002115825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01432131,"about_ca_system_score_gemma":0.01752761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8765833,"about_ca_topic_score_gemma":0.9710084,"domain_scores_codex":[0.9993788,0.0002038847,0.00001272753,0.00005238155,0.00005945039,0.0002926977],"domain_scores_gemma":[0.9988507,0.000280274,0.0001200233,0.00004779337,0.0001491332,0.0005521132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001262129,0.0003108488,0.1031232,0.0002193391,0.00003269819,0.01299256,0.8543874,0.0003256903,0.002232838,0.002136336,0.004515146,0.01959766],"study_design_scores_gemma":[0.000007404287,0.00006703812,0.08894847,0.0001083291,0.000006912726,0.0003004555,0.9011208,0.0001004442,0.000109543,0.0001340365,0.009082471,0.00001417734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949777,0.0001172187,0.00006310604,0.0005557933,0.0000131761,0.0000459763,0.00006437574,0.000001832527,0.004160912],"genre_scores_gemma":[0.9952851,0.0002691555,0.0001896082,0.0003141754,0.00000468643,0.00004588895,0.00004696455,0.000003965777,0.003840491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1234167,"threshold_uncertainty_score":0.2482869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330705299455714,"score_gpt":0.2946589493413948,"score_spread":0.1615884193958234,"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."}}