{"id":"W2100840485","doi":"10.3138/jcs.43.1.87","title":"Representation in Participatory Video: Some Considerations from Research with Métis in British Columbia","year":2009,"lang":"en","type":"article","venue":"Journal of Canadian Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Sociology; Participatory GIS; Participatory action research; Representation (politics); Product (mathematics); Public relations; Media studies; Politics; Political science; Anthropology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.02080648,0.0005030883,0.0008458372,0.003102526,0.04742712,0.01070322,0.003835051,0.002706165,0.0033346],"category_scores_gemma":[0.02582734,0.0006514845,0.000253422,0.007242278,0.01531287,0.003219367,0.008966926,0.003517305,0.000288002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08121753,"about_ca_system_score_gemma":0.09320276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9613785,"about_ca_topic_score_gemma":0.986348,"domain_scores_codex":[0.9811305,0.01082277,0.0004483293,0.0009134515,0.002801848,0.003883072],"domain_scores_gemma":[0.9734359,0.01584089,0.0008366445,0.0009379227,0.006742947,0.00220566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007824467,0.0001303381,0.00978383,0.0002446414,0.0000101554,0.001200197,0.9519185,0.0001215656,0.0007253802,0.007772303,0.001840634,0.02617424],"study_design_scores_gemma":[0.000009778977,0.00003998844,0.009559542,0.0002077229,0.000008333731,0.00009894205,0.9759586,0.0001285116,0.0002611504,0.0009200553,0.01278802,0.00001937634],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230874,0.002376856,0.001798292,0.01749129,0.00007081308,0.0005914345,0.0001499479,0.00002171772,0.0544122],"genre_scores_gemma":[0.9817896,0.001673439,0.001796228,0.001514843,0.00001594096,0.0003922827,0.00009126288,0.00002388136,0.01270248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08121753,"threshold_uncertainty_score":0.5892771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7870889966420549,"score_gpt":0.6520182034377497,"score_spread":0.1350707932043052,"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."}}