{"id":"W4234575970","doi":"10.32920/ryerson.14658162.v1","title":"Implementing participatory research within a northern Ontario First Nations community","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Education and Early Childhood Development","funders":"","keywords":"Mainstream; Participatory action research; Citizen journalism; Government (linguistics); Political science; Decolonization; Economic growth; Meaning (existential); Sociology; Public administration; Politics; Anthropology; Law; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06339272,0.0004791214,0.000476255,0.001408395,0.01939678,0.005856578,0.001975583,0.001142552,0.005519284],"category_scores_gemma":[0.03474455,0.0004726724,0.0003556104,0.00197001,0.007988947,0.001564687,0.005319333,0.001687328,0.0004371296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07708061,"about_ca_system_score_gemma":0.2784859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8760608,"about_ca_topic_score_gemma":0.9598154,"domain_scores_codex":[0.9570929,0.02866407,0.0006588728,0.002527408,0.007400705,0.003656032],"domain_scores_gemma":[0.9570358,0.01638668,0.001615467,0.004283789,0.01425629,0.006421993],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001080771,0.001631325,0.03384905,0.001309665,0.000117564,0.002496078,0.3817787,0.00729232,0.008804507,0.1614207,0.05784823,0.3423712],"study_design_scores_gemma":[0.0005737072,0.0007987302,0.0468842,0.001404898,0.00007863665,0.0001832522,0.2286381,0.005545611,0.00386647,0.02676999,0.685066,0.0001902723],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4483801,0.001774261,0.07982293,0.0399858,0.0005829861,0.04730724,0.001334491,0.0003566227,0.3804556],"genre_scores_gemma":[0.7742918,0.001205057,0.1238112,0.002412443,0.00007066241,0.01421373,0.000453566,0.00009080357,0.08345068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9366073,"threshold_uncertainty_score":0.5592616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.795307548937539,"score_gpt":0.6220525606245707,"score_spread":0.1732549883129683,"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."}}