{"id":"W2550020119","doi":"10.1177/084456211404600107","title":"Reflections of a Novice Institutional Ethnographer","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Humanities; Sociology; Promotion (chess); Art; Political science; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.02664079,0.00004564337,0.0001400383,0.001015407,0.001413441,0.00008566795,0.0003709771,0.0001183882,0.0001697999],"category_scores_gemma":[0.01240754,0.00004283499,0.00008643265,0.001493733,0.004838344,0.0001959974,0.000005745947,0.001010296,0.000007416526],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006203555,"about_ca_system_score_gemma":0.007596655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02750721,"about_ca_topic_score_gemma":0.06531328,"domain_scores_codex":[0.9940193,0.004027768,0.0002603408,0.00008709894,0.001085734,0.000519746],"domain_scores_gemma":[0.9945052,0.001792659,0.00008745809,0.0001075476,0.002642515,0.0008645843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003278513,0.00006131602,0.001102298,0.0000218581,0.0000242188,0.00001563893,0.1061105,0.0000397676,0.001048495,0.7212386,0.008490029,0.1618145],"study_design_scores_gemma":[0.0004631247,0.0006243242,0.006452536,0.00150896,0.00001404442,0.00002823873,0.0820698,0.00005085075,0.0002987798,0.5195844,0.3887467,0.0001582481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1343758,0.00154358,0.02013053,0.06864054,0.001202171,0.0002561042,0.00001559081,0.000009089049,0.7738266],"genre_scores_gemma":[0.9901804,0.00006592368,0.008814504,0.00004854875,0.0004321965,0.000001215681,3.949159e-7,0.000006553283,0.0004503192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8558045,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5764277303977506,"score_gpt":0.6700996651602744,"score_spread":0.09367193476252378,"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."}}