{"id":"W4313419784","doi":"10.14430/arctic76257","title":"Observations of Ringed Seal (Phoca hispida) in the Nearshore Waters of the Chukotka Peninsula","year":2022,"lang":"en","type":"article","venue":"ARCTIC","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phoca; Bay; Peninsula; Oceanography; Sea ice; Fishery; Geography; Geology; Archaeology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006274658,0.00004803308,0.00009804672,0.00002818152,0.000763404,0.000005912706,0.0004211096,0.00001613062,0.00004827295],"category_scores_gemma":[0.0001917083,0.00002844185,0.00006765698,0.0004653825,0.0004351544,0.00004254505,0.0001586073,0.0001508059,0.000001118801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006785079,"about_ca_system_score_gemma":0.00009815778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620205,"about_ca_topic_score_gemma":0.01445726,"domain_scores_codex":[0.9988663,0.0003567343,0.0001580018,0.00008197399,0.0003672633,0.0001697136],"domain_scores_gemma":[0.9994925,0.0002058789,0.00008888324,0.0001764888,0.00002021614,0.00001599371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009544464,0.00006077421,0.8052568,0.00001483791,0.000020235,9.769823e-7,0.1479729,0.0001406049,0.00009275982,0.04536664,0.001017355,0.00004659725],"study_design_scores_gemma":[0.0001287635,0.00002912411,0.9584173,0.000009423315,0.00001662227,6.961029e-7,0.03114232,0.00002906033,0.000021526,0.002383928,0.007779736,0.00004148992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479846,0.00005437773,5.737471e-7,0.04543444,0.0001264112,0.000185706,0.000008062102,0.000005978028,0.006199799],"genre_scores_gemma":[0.9987646,0.00002120178,0.00003390227,0.0005673905,0.00003876714,0.00002943369,8.679988e-7,0.000003908898,0.0005398787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1531605,"threshold_uncertainty_score":0.806749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05245867655016388,"score_gpt":0.2972167942952435,"score_spread":0.2447581177450796,"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."}}