{"id":"W2789355279","doi":"10.7717/peerj.4467","title":"Assessing the disturbance potential of small unoccupied aircraft systems (UAS) on gray seals (<i>Halichoerus grypus</i>) at breeding colonies in Nova Scotia, Canada","year":2018,"lang":"en","type":"article","venue":"PeerJ","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Nova scotia; Population; Quadrat; Environmental science; Geography; Ecology; Biology; Demography; Shrub","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002949335,0.0002401515,0.0002720763,0.0005334192,0.0008004435,0.0004752213,0.0004555466,0.0001959583,0.0003790204],"category_scores_gemma":[0.0006832513,0.0002239077,0.0001916309,0.0003325126,0.0007648151,0.0001513522,0.0005298639,0.0002151811,0.00008720753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003520229,"about_ca_system_score_gemma":0.002186101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8276532,"about_ca_topic_score_gemma":0.9595768,"domain_scores_codex":[0.9997175,0.00002661943,0.00001542749,0.00006482445,0.00009609476,0.00007962464],"domain_scores_gemma":[0.9991503,0.00008514374,0.0002426542,0.00002629939,0.0002684993,0.0002272222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249832,0.00003568917,0.9878147,0.00002252343,0.00003397711,0.0001675695,0.0008973363,0.0002723511,0.007591221,0.00001098392,0.0001296854,0.00289907],"study_design_scores_gemma":[9.935467e-7,0.00003160083,0.999316,0.000003024016,0.000004180978,0.00001699328,0.0003675277,0.0000900162,0.000121164,0.000001137722,0.00004599972,0.000001407616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996583,0.00003460064,0.00003339468,0.000006736733,0.000001099356,0.000006401531,0.00008212055,0.000001477138,0.0001759503],"genre_scores_gemma":[0.9995004,0.00004733265,0.0001336049,0.00001126972,9.22501e-7,0.000005473386,0.0001154419,0.00000100982,0.0001846031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1723468,"threshold_uncertainty_score":0.3467235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430800932240532,"score_gpt":0.2552652214894057,"score_spread":0.2309572121670004,"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."}}