{"id":"W2950364436","doi":"10.54656/daks8546","title":"Navigating International, Interdisciplinary, and Indigenous Collaborative Inquiry","year":2011,"lang":"en","type":"article","venue":"Journal of Community Engagement and Scholarship","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Indigenous; Transformative learning; Negotiation; Sociology; Circumpolar star; Citizen journalism; Action research; Face (sociological concept); Traditional knowledge; Community-based participatory research; Public relations; Engineering ethics; Political science; Pedagogy; Social science; Engineering; Anthropology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.08031522,0.0007796141,0.0008099469,0.004073414,0.02250244,0.0182059,0.002810762,0.002939364,0.002192977],"category_scores_gemma":[0.03506547,0.0005990703,0.0004880732,0.004101653,0.02976353,0.01224025,0.02386592,0.0032143,0.0002759247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009495889,"about_ca_system_score_gemma":0.02077202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00960125,"about_ca_topic_score_gemma":0.01786177,"domain_scores_codex":[0.9057069,0.08191437,0.001457257,0.002557644,0.003728946,0.00463495],"domain_scores_gemma":[0.9626905,0.02910436,0.001354458,0.001991637,0.001758899,0.003100059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002543416,0.0001507859,0.003878571,0.0001844258,0.00002781104,0.0004715503,0.90827,0.000425647,0.0003415687,0.06027078,0.0008562583,0.02509722],"study_design_scores_gemma":[0.00001360628,0.0000551295,0.001053084,0.0002372102,0.00001463055,0.000123872,0.9436042,0.0004328623,0.0002212762,0.0262117,0.028017,0.00001544643],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7420208,0.005338484,0.06216232,0.01707123,0.0003618093,0.001824742,0.00008487495,0.0001314578,0.1710043],"genre_scores_gemma":[0.9734317,0.001103591,0.02089572,0.0003793304,0.00003373902,0.000725323,0.00002864333,0.0000259569,0.003375992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9774976,"threshold_uncertainty_score":0.4247526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5396540634778364,"score_gpt":0.5398450749856408,"score_spread":0.0001910115078044283,"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."}}