{"id":"W2944464855","doi":"10.35298/pkc.2018.11","title":"Learning together: Science and Inuit Qaujimajatuqangit join forces to better understand Iqalukpiit/Arctic Char in the Kitikmeot region","year":2019,"lang":"en","type":"article","venue":"Polar Knowledge Aqhaliat Report","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Join (topology); Char; The arctic; Arctic; Geography; Archaeology; Geology; Oceanography; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001670428,0.0002324086,0.0002938748,0.0007622862,0.02102856,0.004733154,0.001048338,0.00124604,0.01197903],"category_scores_gemma":[0.002171837,0.0001955902,0.0002169888,0.001045747,0.00411729,0.003038277,0.005504093,0.003017219,0.0006681707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007122204,"about_ca_system_score_gemma":0.01831414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3925916,"about_ca_topic_score_gemma":0.7295587,"domain_scores_codex":[0.9985366,0.0003291086,0.00002438139,0.000105814,0.0001602267,0.0008438685],"domain_scores_gemma":[0.9978071,0.0002754439,0.0001854195,0.00004063852,0.0002571863,0.001434236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000621207,0.0002156407,0.07248218,0.0001062298,0.00001430918,0.001026015,0.8910949,0.00006910147,0.001067708,0.009086297,0.004297619,0.02047787],"study_design_scores_gemma":[0.000004362611,0.00006043122,0.04052461,0.00007612255,0.000008521805,0.000116317,0.9256146,0.00008276038,0.0001641172,0.001122981,0.03221441,0.00001086307],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626639,0.0002129657,0.0001564726,0.008752607,0.00007162961,0.00003410764,0.00005475988,0.00000687941,0.02804667],"genre_scores_gemma":[0.9833412,0.0002019463,0.000184292,0.0009900039,0.00002013989,0.00003207277,0.00005164728,0.000008692925,0.01517001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9789714,"threshold_uncertainty_score":0.7806129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04707134062322492,"score_gpt":0.3655924517337936,"score_spread":0.3185211111105686,"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."}}