{"id":"W2799620040","doi":"10.1177/1468794118769785","title":"Co-constructing the field for a critical ethnography of immigrants’ experiences in a Canadian Francophone minority community","year":2018,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ethnography; Participant observation; Sociology; Immigration; French; Field (mathematics); Critical ethnography; Gender studies; Construct (python library); Field research; Qualitative research; Anthropology; Political science; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1191189,0.0001071419,0.0002894184,0.0005423688,0.00326535,0.00009003185,0.0008330249,0.0002056022,0.0002447576],"category_scores_gemma":[0.1237542,0.00008340894,0.0001149493,0.002329534,0.01748048,0.0001952247,0.00005816491,0.001615373,0.000009489906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154516,"about_ca_system_score_gemma":0.001990728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9135246,"about_ca_topic_score_gemma":0.899895,"domain_scores_codex":[0.9522062,0.04472418,0.000412666,0.0002355688,0.001202259,0.001219151],"domain_scores_gemma":[0.8710883,0.126133,0.0000607187,0.0003104039,0.002039801,0.0003676998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009083135,0.00005345522,0.002532548,0.00008815394,0.00001477597,9.746631e-7,0.8434913,1.485357e-8,0.0003043342,0.1473739,0.001211419,0.004838317],"study_design_scores_gemma":[0.0001943998,0.0004861194,0.0008055955,0.00007651764,0.000001163458,1.436138e-7,0.8912132,0.00001448359,0.002015953,0.1003986,0.004701986,0.00009185141],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441429,0.000353147,0.001671043,0.02402346,0.0001942398,0.0009303627,0.00008658238,0.00001270673,0.02858559],"genre_scores_gemma":[0.9919025,0.00004370161,0.007289143,0.0001883608,0.000191087,0.0003065434,0.000002082923,0.000007448068,0.00006914825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08140884,"threshold_uncertainty_score":0.9980323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5221177161698419,"score_gpt":0.6890439702973913,"score_spread":0.1669262541275494,"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."}}