{"id":"W7077061472","doi":"10.63428/0z4s3e32","title":"Saving the Haisla Nuyem","year":2018,"lang":"en","type":"article","venue":"Fourth World Journal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Institution; Government (linguistics); Ethnic group; Oral history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007388784,0.00009447045,0.00009048076,0.00005622096,0.0007217872,0.0003400811,0.001138636,0.00002437741,0.0005729466],"category_scores_gemma":[0.000133647,0.00005869934,0.00007641657,0.000368452,0.00009601344,0.0002349515,0.0002389689,0.0003798559,0.0001769156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001830054,"about_ca_system_score_gemma":0.00005728501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003030976,"about_ca_topic_score_gemma":0.00003045164,"domain_scores_codex":[0.9990282,0.000068989,0.0001947118,0.0001585977,0.0002260973,0.0003233995],"domain_scores_gemma":[0.9991437,0.00009023003,0.0001362849,0.0003673446,0.0001666105,0.0000958516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002761941,0.0001178131,0.01678122,0.00002235309,0.0001427524,0.0003921673,0.005741742,0.0007154301,0.004091674,0.08183841,0.5452803,0.3448485],"study_design_scores_gemma":[0.0002167062,0.00004883335,0.007790079,0.00006548117,0.000005976032,0.001021647,0.00006171125,0.01004254,0.001417986,0.02940927,0.9497564,0.0001633787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009662845,0.000512942,0.3948469,0.1076429,0.003520927,0.0001128137,5.204319e-7,0.0001944465,0.4835057],"genre_scores_gemma":[0.956881,0.00001221942,0.01333656,0.00141928,0.0017233,0.000001571961,1.145301e-7,0.000002166819,0.02662377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9472182,"threshold_uncertainty_score":0.6273363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676367173914648,"score_gpt":0.2344961659743736,"score_spread":0.2177324942352271,"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."}}