{"id":"W3011922493","doi":"10.1139/facets-2019-0021","title":"Our practice of outreach during the Ice Monitoring project in Nunavik: an early-career researcher perspective","year":2020,"lang":"en","type":"article","venue":"FACETS","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Northern Studies; Institut National de la Recherche Scientifique","funders":"","keywords":"Outreach; Indigenous; Mainstream; Perspective (graphical); Oppression; Public relations; Political science; Sociology; Pedagogy; Ecology; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.04401653,0.0007587846,0.0008117901,0.001414729,0.05511965,0.01566834,0.006509821,0.005175049,0.004075809],"category_scores_gemma":[0.03694599,0.0009203312,0.0004943108,0.001643175,0.04006539,0.006954493,0.01673313,0.008802156,0.0006979133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02440614,"about_ca_system_score_gemma":0.07000829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1918987,"about_ca_topic_score_gemma":0.4027717,"domain_scores_codex":[0.9375609,0.05151609,0.000913873,0.002592566,0.001841514,0.005575049],"domain_scores_gemma":[0.9496506,0.02432102,0.002001275,0.001879538,0.005899872,0.01624764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001136925,0.00004522887,0.001797926,0.0001018437,0.000003267528,0.0006254285,0.9905112,0.00002819523,0.000399872,0.001743502,0.001218057,0.003514164],"study_design_scores_gemma":[0.000001983308,0.00002356701,0.0004399959,0.0002225777,0.00000274341,0.0001087629,0.984289,0.00002801162,0.00008363714,0.000369005,0.01441862,0.00001210915],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7494428,0.009035376,0.01428049,0.1603563,0.003088914,0.00137607,0.00009131191,0.0002527054,0.06207602],"genre_scores_gemma":[0.9658945,0.002838489,0.008495113,0.009961218,0.0001386283,0.0004753482,0.00001958633,0.0001072685,0.01206976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9934902,"threshold_uncertainty_score":0.3815635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2055656573954638,"score_gpt":0.4878299421949078,"score_spread":0.2822642847994441,"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."}}