{"id":"W6966835971","doi":"10.48336/2zcf-dy21","title":"Ecological changes on SGang Gwaay over the last millennium: uncovering forest changes and avian activity with respect to human settlement and invasive species","year":2023,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Vegetation (pathology); Archipelago; Historical ecology; Ecosystem; Population; Seabird; Environmental change; Wildlife","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":[0.0001537342,0.0002551241,0.0001868298,0.001231162,0.0006913788,0.0006691824,0.0002468814,0.0002039988,0.000833735],"category_scores_gemma":[0.0002436121,0.0001418858,0.0001978979,0.002182707,0.000325736,0.0003362029,0.0006377876,0.0003893005,0.0001533545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179056,"about_ca_system_score_gemma":0.001388973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4637788,"about_ca_topic_score_gemma":0.7895952,"domain_scores_codex":[0.9999359,0.000005483594,0.000003912122,0.00001486691,0.00001681552,0.0000230746],"domain_scores_gemma":[0.999795,0.00001176319,0.00005760628,0.00001197408,0.00006095471,0.00006275787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002063856,0.00001857987,0.9838292,0.00005186689,0.00005962543,0.0002590868,0.001996403,0.0001296657,0.001077925,0.00006242276,0.0008370645,0.01165759],"study_design_scores_gemma":[2.959463e-7,0.000002426471,0.9983125,0.000009053741,0.00000679509,0.00002303808,0.0009940624,0.00007312325,0.0000317747,0.000006006891,0.0005393807,0.000001581796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975909,0.0003672002,0.00004756242,0.00007973513,0.00000475556,0.000005593477,0.001006391,0.000005329347,0.0008924731],"genre_scores_gemma":[0.997396,0.0004702898,0.000243369,0.00003725496,0.000004103981,0.00001133452,0.001227389,0.000003499728,0.0006067402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5362211,"threshold_uncertainty_score":0.9221587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05919085376532284,"score_gpt":0.2901964795965279,"score_spread":0.2310056258312051,"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."}}