{"id":"W4394785706","doi":"10.1007/s00300-024-03244-x","title":"Proximity to infrastructure and ecotype influence breeding bird abundance at an Arctic mine, the Hope Bay Project, Nunavut, Canada","year":2024,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Habitat; Abundance (ecology); Arctic; Ecology; Disturbance (geology); Breeding bird survey; Bay; Resource (disambiguation); Tundra; Biology; Geography; Fishery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004686871,0.0001563597,0.0001478888,0.0005174796,0.002661937,0.0008952206,0.0007326776,0.0002450267,0.001410647],"category_scores_gemma":[0.001433452,0.0002123167,0.0002048416,0.001302029,0.0006751852,0.0003273801,0.0008603947,0.0004246548,0.0001206184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006325498,"about_ca_system_score_gemma":0.0119971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838533,"about_ca_topic_score_gemma":0.9976197,"domain_scores_codex":[0.9997072,0.00005668456,0.000008616875,0.00005848749,0.00008000073,0.0000890468],"domain_scores_gemma":[0.9988412,0.0001163419,0.0001445782,0.00002853179,0.0005107829,0.0003585748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003755839,0.00004352087,0.9885305,0.0000165576,0.00003862636,0.00008999349,0.002412118,0.0001685503,0.0002572993,0.0001518172,0.001504137,0.006749328],"study_design_scores_gemma":[0.000001384449,0.000007751484,0.9929958,0.00001933907,0.000009273403,0.00002129896,0.006084614,0.00009421185,0.00003083176,0.00002101734,0.0007116813,0.000002991777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962457,0.0003204714,0.00009065487,0.0003890263,0.000009504151,0.00001484554,0.0004820169,0.000003694085,0.002444067],"genre_scores_gemma":[0.9942577,0.0005751602,0.0002909033,0.00006810966,0.000006100889,0.00001804403,0.0003381564,0.000005940196,0.004439955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01614666,"threshold_uncertainty_score":0.04589492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009451322028131615,"score_gpt":0.2402775144100694,"score_spread":0.2308261923819378,"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."}}