{"id":"W4386533091","doi":"10.1080/17482631.2023.2255176","title":"Looking through the lens: a photovoice study examining access to services for newcomer children","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Studies on Health and Well-Being","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Mount Saint Vincent University; NSCAD University; Dalhousie University","funders":"Canada Research Chairs","keywords":"Photovoice; Perspective (graphical); Early childhood; Settlement (finance); Immigration; Through-the-lens metering; Sociology; Early childhood education; Gender studies; Lens (geology); Psychology; Developmental psychology; Political science; Pedagogy; Economic growth; Business; Visual arts; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002352549,0.000466544,0.0005885973,0.001274508,0.01669922,0.003784913,0.001581353,0.001394414,0.008735217],"category_scores_gemma":[0.004260075,0.00046793,0.0004357362,0.001139295,0.006287119,0.002572968,0.00436888,0.002848673,0.0004719232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01007424,"about_ca_system_score_gemma":0.009863016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3773275,"about_ca_topic_score_gemma":0.684513,"domain_scores_codex":[0.9981617,0.0007661079,0.0000296438,0.0001675114,0.0002041534,0.000670869],"domain_scores_gemma":[0.9972755,0.001203124,0.0002890129,0.0001374877,0.0003576131,0.0007372283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002658779,0.00006306615,0.004655168,0.00006057256,0.000003433473,0.0008553395,0.989832,0.000008548746,0.0003853411,0.0003641588,0.0007155467,0.003030177],"study_design_scores_gemma":[0.00000217071,0.0000231523,0.003695397,0.00004395416,0.000003011463,0.0001568048,0.9913258,0.000008390663,0.00006381359,0.00003334573,0.004636923,0.000007256577],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895478,0.0003845208,0.0001877328,0.001049405,0.00004894777,0.00007599117,0.0001341303,0.000008298468,0.008563038],"genre_scores_gemma":[0.9915399,0.0004930916,0.0003259954,0.0005973508,0.00001588662,0.00008225666,0.00005400952,0.00001886084,0.006872627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3773275,"threshold_uncertainty_score":0.7502624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3382619101029774,"score_gpt":0.5725567571148638,"score_spread":0.2342948470118864,"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."}}