{"id":"W6939511664","doi":"10.6084/m9.figshare.19552702.v2","title":"Assessing the suitability of nature-based adaptation techniques for coastal erosion in Prince Edward Island, Canada","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coastal erosion; Erosion; Shore; Natural (archaeology); Baseline (sea); Coastal engineering; Adaptation (eye); Beach nourishment; Resource (disambiguation)","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":[0.002422022,0.0004763131,0.0003653425,0.001219674,0.001619588,0.001966062,0.00146992,0.0003536658,0.001047172],"category_scores_gemma":[0.007163378,0.0002870387,0.000562437,0.002632681,0.0009834634,0.0006522431,0.0008333577,0.0003838009,0.0001768227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02821815,"about_ca_system_score_gemma":0.02505159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985472,"about_ca_topic_score_gemma":0.9922242,"domain_scores_codex":[0.9985943,0.000265329,0.0001016188,0.0001865824,0.0006360461,0.0002160556],"domain_scores_gemma":[0.995327,0.0009732999,0.000314699,0.0001631256,0.002942879,0.0002789238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003974883,0.0003176515,0.8566599,0.0003158761,0.0002237335,0.0003654576,0.0024851,0.05844635,0.001704013,0.0008185139,0.002102386,0.07616353],"study_design_scores_gemma":[0.00003006334,0.0003549687,0.921163,0.00009632993,0.0001028726,0.00007424452,0.008050049,0.06578756,0.001306454,0.0001569122,0.002817362,0.00006017696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9933285,0.0001469831,0.001122056,0.0001362412,0.00000443102,0.0001955203,0.0004955746,0.00003924838,0.004531609],"genre_scores_gemma":[0.992897,0.0002401231,0.004144808,0.00002769941,0.000001340437,0.00008794003,0.0005500494,0.00001375674,0.002037347],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02821815,"threshold_uncertainty_score":0.204738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129260063876755,"score_gpt":0.2554204276841219,"score_spread":0.2341278270453544,"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."}}