{"id":"W4206244624","doi":"10.1525/elementa.2021.00033","title":"Contrasting phenological and demographic responses of Atlantic Puffin (<i>Fratercula arctica</i>) and Razorbill (<i>Alca torda</i>) to climate change in the Gulf of Maine","year":2021,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Fledge; Seabird; Climate change; Phenology; Ecology; Fishery; Geography; Biology; Predation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001318289,0.0001055719,0.000214763,0.00005657865,0.0002306032,0.0000140852,0.0004261811,0.00003710266,0.0002237326],"category_scores_gemma":[0.0002019798,0.00006262032,0.00003509664,0.0008550236,0.003194227,0.0001570737,0.0006239166,0.00009392282,0.000001384766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002403845,"about_ca_system_score_gemma":0.00002212723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766763,"about_ca_topic_score_gemma":0.0004424424,"domain_scores_codex":[0.9985425,0.0001747745,0.0003173336,0.000305528,0.0003207637,0.0003390503],"domain_scores_gemma":[0.9993467,0.0001521562,0.0001497885,0.0002774314,0.00002300733,0.00005092489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004111979,0.0001431179,0.8674586,0.00001208584,0.000002555896,0.000007198049,0.0005672963,0.00000358795,0.1300827,0.0001230538,0.00001178642,0.001546869],"study_design_scores_gemma":[0.0003057911,0.0002090717,0.9512763,0.00005034356,0.00002451689,0.00003448069,0.001274973,0.00003558059,0.04649905,0.0002058148,0.0000117687,0.00007227982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970433,0.0001538657,0.00001167895,0.002315666,0.00006489024,0.0002933027,0.00001547997,0.000003152981,0.00009872904],"genre_scores_gemma":[0.9985706,0.000275473,0.0007544812,0.0003727531,0.000008098765,0.000009583582,6.540326e-7,0.000003517181,0.000004830962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08381769,"threshold_uncertainty_score":0.9995185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294238968364419,"score_gpt":0.2863587391616779,"score_spread":0.2634163494780337,"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."}}