{"id":"W7037598795","doi":"","title":"Enhancing coastal migratory shorebird conservation through the Shorebird Stopover and Staging Habitat Quality Index (SSSHQI) : A proof of concept and pre-feasibility study","year":2023,"lang":"en","type":"dissertation","venue":"Skemman","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gladstone Ports Corporation; Environment and Climate Change Canada","keywords":"Habitat; Foraging; Population; Proxy (statistics); Quality (philosophy); Index (typography)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008330327,0.0002974008,0.0004545464,0.00008373583,0.0003822396,0.00009916312,0.0002234937,0.0001797049,0.0001052917],"category_scores_gemma":[0.0001272536,0.0002355073,0.00007862166,0.0002226421,0.0003388486,0.0003417347,0.00004175049,0.0003636065,0.000003831361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001182597,"about_ca_system_score_gemma":0.0001606461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02269588,"about_ca_topic_score_gemma":0.3886988,"domain_scores_codex":[0.9978167,0.0003707041,0.0005038933,0.0005799984,0.0004581896,0.0002705399],"domain_scores_gemma":[0.9986265,0.0004827843,0.0003665291,0.0003221433,0.0001199509,0.00008203384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002625386,0.00005295915,0.960374,0.0002383573,0.00009698039,0.00000599703,0.0356904,0.00002353168,0.000017173,0.00001153902,0.0001283412,0.00309821],"study_design_scores_gemma":[0.0005342985,0.0002764502,0.9291031,0.000071648,0.00009002908,9.831739e-7,0.06864594,0.0001468032,0.0004135183,0.0003561517,0.0001112492,0.0002498487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967728,0.0003511931,0.00004136684,0.00006633961,0.0003431526,0.001416015,0.0004490292,0.00005291681,0.0005072425],"genre_scores_gemma":[0.9986064,0.00001410509,0.00005506138,0.0000820568,0.00004664282,0.000006326467,0.0008365445,0.000008594279,0.0003442847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.366003,"threshold_uncertainty_score":0.9838121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06250532409555636,"score_gpt":0.2787067492782889,"score_spread":0.2162014251827325,"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."}}