{"id":"W1663450022","doi":"10.7202/013945ar","title":"Seven hundred million to one: Personal action in reversing language shift","year":2006,"lang":"en","type":"article","venue":"Études/Inuit/Studies","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Mandarin Chinese; Circumpolar star; Context (archaeology); Action (physics); Work (physics); Endangered species; Linguistics; Sociology; History; Engineering; Ecology; Archaeology; Demography; Population","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":[0.0005068059,0.0001235746,0.0002220153,0.0002003547,0.0003889163,0.00004688272,0.0001314968,0.00008511834,0.0001028458],"category_scores_gemma":[0.0004155101,0.0001375234,0.0000633122,0.0004985595,0.0001253725,0.000166493,0.00004442374,0.0001335036,0.0001034393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002061902,"about_ca_system_score_gemma":0.0007063017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04483692,"about_ca_topic_score_gemma":0.8105949,"domain_scores_codex":[0.9986826,0.0001613066,0.0002260784,0.0002536101,0.00033255,0.0003438083],"domain_scores_gemma":[0.999473,0.000159176,0.00007701221,0.0001059248,0.00009590478,0.0000889798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001828817,0.00007138825,0.0004001652,0.0000319041,0.00002542684,0.000003560633,0.9901974,0.00001470146,0.000418094,0.003931622,0.001037685,0.003849726],"study_design_scores_gemma":[0.0003138876,0.00002957791,0.01251895,0.0001575705,0.00002295996,8.219175e-7,0.9811471,0.00001140023,0.0002386891,0.0009629426,0.004333834,0.0002622754],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923959,0.0006524925,2.623408e-7,0.003575875,0.0004782771,0.0002564582,0.0000095364,0.000075683,0.002555549],"genre_scores_gemma":[0.9952721,0.0001622581,0.0003511547,0.0006915391,0.0009874253,0.00002215539,0.000004918305,0.00001201721,0.002496406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7657579,"threshold_uncertainty_score":0.9615236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382310388004379,"score_gpt":0.4814524303713273,"score_spread":0.3432213915708894,"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."}}