{"id":"W2991625608","doi":"10.1177/2059799119890795","title":"A participatory filmmaking process with children with disabilities in rural India: Working towards inclusive research","year":2019,"lang":"en","type":"article","venue":"Methodological Innovations","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Filmmaking; Participatory action research; Citizen journalism; Action research; Context (archaeology); Negotiation; Inclusion (mineral); Sociology; Action (physics); Process (computing); Public relations; Political science; Pedagogy; Social science; Geography; Computer science; Visual arts; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.02915137,0.0002020998,0.000456377,0.0005251925,0.0008600912,0.0001779298,0.0006232385,0.0002280131,0.0004857392],"category_scores_gemma":[0.02050423,0.0001407426,0.000037825,0.005968281,0.002157488,0.0004354087,0.0002686736,0.001293839,0.00003847575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004660662,"about_ca_system_score_gemma":0.001229877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008206356,"about_ca_topic_score_gemma":0.001168979,"domain_scores_codex":[0.9859374,0.01016317,0.0004622903,0.0005312919,0.001609538,0.001296387],"domain_scores_gemma":[0.9923638,0.006162206,0.0001381003,0.0003711896,0.0007641374,0.0002005718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001761127,0.0002324117,0.8777817,0.00001863129,0.00003818535,0.000007593628,0.02697146,0.0001650595,0.0002247869,0.08762456,0.00001905097,0.006740401],"study_design_scores_gemma":[0.0009674177,0.0009906349,0.8559463,0.0003096875,0.00001678621,0.000004503643,0.107693,0.0001638527,0.0008795086,0.03124895,0.001273228,0.0005061518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788761,0.00004121206,0.002459369,0.001461102,0.00005688785,0.0013571,0.000005377437,0.0001100111,0.0156329],"genre_scores_gemma":[0.9757385,0.000006048752,0.02284185,0.0001692118,0.0001364015,0.0007153521,0.000007129189,0.00002317313,0.0003623865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08072153,"threshold_uncertainty_score":0.999693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8646810309697871,"score_gpt":0.6954509251280949,"score_spread":0.1692301058416922,"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."}}