{"id":"W6907284836","doi":"10.18739/a2901zh33","title":"Making Science Accessible to Inuit, Inughuit, and Iñupiat Arctic Indigenous Communities in Their Own Languages; Qaanaaq, Greenland; Barrow, Alaska; Clyde River, Nunavut, Canada; 2013-2017","year":2017,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Arctic; Sea ice; Indigenous; The arctic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002584619,0.001786667,0.002067856,0.002884692,0.002928419,0.001960777,0.009193166,0.0007374859,0.0004901012],"category_scores_gemma":[0.0008168971,0.001668628,0.0001646761,0.001410281,0.002501421,0.001717393,0.004794687,0.002863883,0.0006287668],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003928709,"about_ca_system_score_gemma":0.009095162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9383047,"about_ca_topic_score_gemma":0.9962721,"domain_scores_codex":[0.9910714,0.0007035232,0.001290726,0.001799956,0.00213496,0.00299941],"domain_scores_gemma":[0.9905792,0.000664582,0.00137437,0.005957051,0.0004339886,0.0009907931],"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":[0.0001820265,0.0001406626,0.03902052,0.0006268284,0.0001495304,0.001129416,0.01402575,0.00006534663,0.000109636,0.000003101588,0.9432188,0.00132834],"study_design_scores_gemma":[0.002552922,0.0003314536,0.2144072,0.005101519,0.0004291608,0.0008223061,0.01285169,0.0001901622,0.0001527296,0.0001417257,0.7586039,0.004415187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3412624,0.003430827,6.217276e-7,0.00006175382,0.0006625877,0.001322455,0.652813,0.0001030209,0.0003434138],"genre_scores_gemma":[0.6026359,0.001390935,0.0001469936,0.0008924108,0.0004189013,0.0001780396,0.3938475,0.0002622534,0.0002270722],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2613735,"threshold_uncertainty_score":0.999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596044213501576,"score_gpt":0.3228554292811729,"score_spread":0.2868949871461572,"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."}}