{"id":"W4390658917","doi":"10.1139/as-2023-0056","title":"Monitoring Canadian Arctic seabirds at the Prince Leopold Island Field Station, 1975–2023","year":2024,"lang":"en","type":"article","venue":"Arctic Science","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Carleton University; Environment and Climate Change Canada","funders":"","keywords":"Seabird; Arctic; Larus; Uria aalge; Population; Ecology; Geography; Fishery; Biology; Oceanography; Predation; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009614532,0.0001650211,0.0001106371,0.0001783497,0.001315271,0.000410354,0.0006422799,0.00004934408,0.002134996],"category_scores_gemma":[0.0004295074,0.0001120601,0.00005419449,0.001172995,0.0006165852,0.0005880719,0.00005514766,0.0002957221,0.0009569927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334563,"about_ca_system_score_gemma":0.001041121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2945431,"about_ca_topic_score_gemma":0.4250353,"domain_scores_codex":[0.9978599,0.00004233946,0.000214882,0.000496035,0.00064949,0.0007373811],"domain_scores_gemma":[0.9984421,0.0006756094,0.00004114158,0.0003678733,0.0001165579,0.0003567004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008015068,0.000004381879,0.9593077,0.00006680696,0.00001641412,0.00006380681,0.001524722,0.001149563,0.00004114094,0.0008579968,0.0006146051,0.03634479],"study_design_scores_gemma":[0.0001318966,0.000142271,0.9332235,0.0002817231,0.0000466114,0.0002381626,0.001489647,0.03448933,0.0002517299,0.004423935,0.02484126,0.0004399352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647251,0.0007919146,0.0005028984,0.0103569,0.004212415,0.0003275372,0.00007559708,0.0001035378,0.01890406],"genre_scores_gemma":[0.9936077,0.0001648867,0.000360244,0.0007690561,0.0002573134,0.000003110475,0.00001142256,0.000005785114,0.004820503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1304922,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215386797386316,"score_gpt":0.2363058512599311,"score_spread":0.2241519832860679,"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."}}