{"id":"W4404732329","doi":"10.1111/cobi.14396","title":"Using positionality and reflexivity to support equity in partnership‐driven research","year":2024,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Tracking Network; Memorial University of Newfoundland; Government of Nunavut; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Ocean Frontier Institute","keywords":"Reflexivity; Interrogation; General partnership; Sociology; Power (physics); Context (archaeology); Public relations; Futures contract; Equity (law); Engaged scholarship; Engineering ethics; Political science; Scholarship; Social science; Business; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.1707701,0.0008921092,0.0008991658,0.004194889,0.01861262,0.02617671,0.004180334,0.004276035,0.004419341],"category_scores_gemma":[0.1205844,0.001292595,0.001168662,0.002350521,0.09012321,0.02911691,0.04919204,0.008060009,0.0008024605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009817518,"about_ca_system_score_gemma":0.02877103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002766485,"about_ca_topic_score_gemma":0.005190058,"domain_scores_codex":[0.7729732,0.2042313,0.00325605,0.006358324,0.007520732,0.005660409],"domain_scores_gemma":[0.8611639,0.09389708,0.009699551,0.01846871,0.007589423,0.00918131],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003889098,0.0001203429,0.003254493,0.0003069412,0.00004886496,0.0005792059,0.6265619,0.0006288312,0.001265548,0.3235416,0.001466437,0.04218702],"study_design_scores_gemma":[0.00006877185,0.0002250225,0.001779297,0.001300159,0.00006655553,0.0007198672,0.3146794,0.002014596,0.002473366,0.5472638,0.1292787,0.000130569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1940308,0.002842716,0.4510484,0.07830846,0.0009109467,0.00175113,0.00006585134,0.000571802,0.2704699],"genre_scores_gemma":[0.9202509,0.0005693457,0.07030945,0.002244052,0.00007796314,0.001173871,0.00002270623,0.0001417112,0.005209933],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9958197,"threshold_uncertainty_score":0.9031296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4733204968939327,"score_gpt":0.5977639954397826,"score_spread":0.1244434985458499,"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."}}