{"id":"W354758151","doi":"","title":"Integrating scientific knowledge and local ecological knowledge (LEK) about common eiders (Somateria mollissima) in southern Labrador","year":2003,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Eider; Subspecies; Bay; Geography; Pelican; Nest (protein structural motif); Population; Fishery; Shore; Range (aeronautics); Harbour; Ecology; Biology; Archaeology; Demography","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00349557,0.0006818828,0.00137501,0.002302539,0.01512592,0.0001596529,0.001314354,0.002080723,0.0003771731],"category_scores_gemma":[0.0004750314,0.0007467273,0.0002758515,0.002210262,0.001303836,0.0004248826,0.001194394,0.003764253,0.0003821036],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005254849,"about_ca_system_score_gemma":0.005168098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02302059,"about_ca_topic_score_gemma":0.3692383,"domain_scores_codex":[0.9880064,0.006410496,0.0007731097,0.001623988,0.0006685087,0.002517468],"domain_scores_gemma":[0.9948624,0.001572338,0.0005128041,0.0006882495,0.001784153,0.0005800295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.03158436,0.005394953,0.06497254,0.007524168,0.001700549,0.01481093,0.7564175,0.00007907759,0.009981549,0.04631645,0.05467718,0.006540804],"study_design_scores_gemma":[0.006611851,0.0008044609,0.006232962,0.0008545673,0.0002363208,0.00001259342,0.7284502,0.0001930947,0.0002557272,0.0001891474,0.255063,0.001095995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.803134,0.0003319692,0.000007778048,0.00004998332,0.0219353,0.002083342,0.00009821427,0.0001327285,0.1722267],"genre_scores_gemma":[0.5805377,0.0002864392,0.0000869836,0.00001082046,0.002857143,0.000009210059,0.0004324509,0.00010154,0.4156777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3462177,"threshold_uncertainty_score":0.9994984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04014053780433877,"score_gpt":0.345076076623951,"score_spread":0.3049355388196122,"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."}}