{"id":"W2965115351","doi":"10.33524/cjar.v19i1.375","title":"STUDENTS’ PERCEPTIONS OF BELONGING: A PHOTOVOICE PARTICIPATORY ACTION RESEARCH PROJECT","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Photovoice; Participatory action research; Action research; Citizen journalism; Sociology; Perception; Pedagogy; Action (physics); Public relations; Political science; Psychology; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07674965,0.0001030162,0.0002326406,0.002006772,0.004992676,0.0003995142,0.001440505,0.0001712091,0.001294556],"category_scores_gemma":[0.01296838,0.00008206273,0.0001229395,0.003232689,0.005819303,0.0005649673,0.00009541165,0.002035082,0.0001547517],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121775,"about_ca_system_score_gemma":0.01755775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2089555,"about_ca_topic_score_gemma":0.6320552,"domain_scores_codex":[0.9782257,0.0152128,0.0005177541,0.000217773,0.00439207,0.001433874],"domain_scores_gemma":[0.9898945,0.00217788,0.0001985648,0.0004238572,0.006183948,0.001121243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001515061,0.0009134416,0.2469759,0.0001995926,0.000667048,0.0002212691,0.4351478,0.00005426968,0.09829858,0.01417433,0.1501909,0.05164184],"study_design_scores_gemma":[0.0009180805,0.002495279,0.2156038,0.0003055606,0.00005590111,0.00003723843,0.2806149,0.0002285794,0.02160751,0.004504319,0.4733315,0.0002973809],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890515,0.0001161016,0.00008297912,0.002762052,0.000466172,0.000641826,0.000006506447,0.000009824525,0.006863036],"genre_scores_gemma":[0.9951406,0.0001378009,0.0001654135,0.0000318766,0.001185309,0.00004958422,4.098258e-7,0.0000209469,0.003268133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4230997,"threshold_uncertainty_score":0.9996184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9249322454825747,"score_gpt":0.765287641229979,"score_spread":0.1596446042525956,"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."}}