{"id":"W7036303904","doi":"","title":"Biodiversity and ecology of terrestrial arthropods on Umingmat Nunaat (Axel Heiberg Island), in the High Arctic","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Entomological Society of Canada; McGill University","keywords":"Biodiversity; Arctic; The arctic; Arctic ecology; Ecosystem; Habitat","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002367526,0.0001775757,0.0001876233,0.0008316939,0.001555626,0.0005994898,0.000367555,0.0002557473,0.001423726],"category_scores_gemma":[0.0002991083,0.0001435031,0.0001392003,0.00125153,0.0004882114,0.0002427716,0.0004748946,0.0002149558,0.0003231754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451967,"about_ca_system_score_gemma":0.001489067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5989783,"about_ca_topic_score_gemma":0.8840097,"domain_scores_codex":[0.9998481,0.00002259414,0.000006700736,0.00003068805,0.00002985124,0.00006204817],"domain_scores_gemma":[0.9997175,0.00002569716,0.0000588551,0.000004527926,0.00006175778,0.0001316336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001344745,0.00007275898,0.9688362,0.0001106504,0.00005453305,0.0004142424,0.010282,0.0002507863,0.00280116,0.0001019914,0.001648429,0.01529282],"study_design_scores_gemma":[8.800836e-7,0.000012879,0.9965916,0.000007518754,0.000003218604,0.00002571508,0.002596241,0.00004258323,0.00003003855,0.000005326091,0.0006826117,0.000001488519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972404,0.0002854659,0.00001641767,0.00004543364,0.000006489639,0.000005604174,0.0007743625,0.000001817749,0.001623865],"genre_scores_gemma":[0.995162,0.0004993798,0.0001407829,0.00003199807,0.000008202157,0.00001199419,0.0008260455,0.000002504612,0.003317226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4010217,"threshold_uncertainty_score":0.8067668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543591988571612,"score_gpt":0.2251589225019759,"score_spread":0.1997230026162598,"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."}}