{"id":"W3209757337","doi":"10.7202/1081797ar","title":"Nunamiut, the Tundra Dwellers","year":2021,"lang":"en","type":"article","venue":"Études/Inuit/Studies","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Geography; Physical geography; Geology; Arctic; Oceanography","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":[0.000846661,0.0002686383,0.000507968,0.00004666024,0.002084036,0.0001069774,0.0004018902,0.0001004542,0.0001798864],"category_scores_gemma":[0.001034146,0.0001871958,0.0002330365,0.0006003824,0.001732163,0.0001594865,0.000324971,0.000245446,0.0003667121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009009247,"about_ca_system_score_gemma":0.00164423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004253724,"about_ca_topic_score_gemma":0.2138878,"domain_scores_codex":[0.9975244,0.0003979989,0.0003294228,0.0004434115,0.0006587347,0.000646047],"domain_scores_gemma":[0.9983068,0.0005722648,0.0001201951,0.0004186768,0.0004631371,0.0001189887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007702391,0.00003330032,0.0004252288,0.00002240658,0.0005998295,0.00004885619,0.8791723,0.000004625152,0.00001934306,0.1109303,0.008132959,0.0006031418],"study_design_scores_gemma":[0.0001836525,0.00001624701,0.000331205,0.00006242168,0.00008855834,0.000005010547,0.9681497,0.000002801762,0.00001888708,0.009168766,0.02172932,0.0002434122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7921575,0.03056704,0.000001426181,0.02065878,0.002817432,0.0005321879,0.00005748028,0.0004265658,0.1527816],"genre_scores_gemma":[0.975039,0.004762419,0.000136064,0.0006707947,0.0006622275,0.00005753622,0.000001386404,0.00002142657,0.01864912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2134624,"threshold_uncertainty_score":0.9992151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0861185229861968,"score_gpt":0.3672358849006305,"score_spread":0.2811173619144337,"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."}}