{"id":"W4283831013","doi":"10.14430/arctic75323","title":"Local Experts’ Observations, Interpretations, and Responses to Human-Polar Bear Interactions in Churchill, Manitoba","year":2022,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ursus maritimus; Perception; Arctic; Psychology; Wildlife; Geography; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004896646,0.0001000364,0.0001741801,0.0002415146,0.00503898,0.000007532592,0.0001218605,0.00002942861,0.0007676812],"category_scores_gemma":[0.0002679072,0.0001063789,0.00002812395,0.0002502495,0.000043247,0.00009220163,0.0004781588,0.0004859509,0.00008839652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007773552,"about_ca_system_score_gemma":0.0001270128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03766019,"about_ca_topic_score_gemma":0.3355525,"domain_scores_codex":[0.9982238,0.0005754917,0.0003686708,0.0002332123,0.0001035813,0.0004952726],"domain_scores_gemma":[0.9989589,0.0006287561,0.00007357338,0.0001956507,0.00007376416,0.0000693335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001923154,0.0002071114,0.804136,0.00006981116,0.00004982268,0.0000291567,0.1828159,0.0001954869,0.0003260985,0.003965123,0.007124829,0.000888246],"study_design_scores_gemma":[0.0003993469,0.0002471716,0.6007444,0.00004882588,0.00001318541,0.0000122583,0.3236832,0.0001656399,0.00000214236,0.0006583935,0.07387831,0.0001470394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898869,0.0002099627,0.0001178539,0.007474133,0.0006195142,0.0007552807,0.00003675204,0.00004355454,0.0008560462],"genre_scores_gemma":[0.9907066,0.00002738501,0.0002814017,0.006538419,0.00006434449,0.001052847,0.00003355404,0.00001919994,0.001276309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2978923,"threshold_uncertainty_score":0.9962564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0820681395922538,"score_gpt":0.3966070079872899,"score_spread":0.3145388683950361,"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."}}