{"id":"W2176521420","doi":"10.7202/1033549ar","title":"A Tale of Two Sites: Cellphones, participatory video and indigeneity in community-based research","year":2015,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Social Media and Politics","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Citizen journalism; Honour; Narrative; Sociology; Context (archaeology); Participatory action research; Participatory culture; Participant observation; Public relations; Phone; Salient; Narrative inquiry; Media studies; Political science; Social science; Geography; Computer science; World Wide Web; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01256318,0.00008727393,0.0002081871,0.0005895299,0.001476563,0.00005485752,0.0004794752,0.00009499184,0.00002892595],"category_scores_gemma":[0.005385469,0.00009065231,0.00005015886,0.001382986,0.001980385,0.0004176745,0.00003636493,0.0004211098,0.000003809818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560041,"about_ca_system_score_gemma":0.004055393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017597,"about_ca_topic_score_gemma":0.008203031,"domain_scores_codex":[0.9955332,0.002841936,0.0004980169,0.0001251633,0.0005662204,0.000435423],"domain_scores_gemma":[0.9964302,0.001327214,0.0003999037,0.0001576451,0.001236425,0.0004486095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007654458,0.002211913,0.4155606,0.0002850642,0.00002118728,0.000005761272,0.5262418,0.001200925,0.002558837,0.04073021,0.003775616,0.007331484],"study_design_scores_gemma":[0.001248969,0.0009848501,0.03792106,0.0007556864,0.00006831205,0.00006927622,0.6933339,0.0004703172,0.01202817,0.1551244,0.09755154,0.0004434814],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910784,0.0003024331,0.00002587315,0.001404763,0.0007640231,0.000151022,0.00001231617,0.000006864825,0.00625431],"genre_scores_gemma":[0.9957015,0.0001193895,0.003333141,0.0005007977,0.0002031226,0.00001698922,0.000002187072,0.000007292176,0.0001155903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3776396,"threshold_uncertainty_score":0.9998234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7505685973854989,"score_gpt":0.5560236213745195,"score_spread":0.1945449760109793,"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."}}