{"id":"W2527873692","doi":"10.5072/prism/26047","title":"Experiences of vulnerable women in a prenatal education class in Calgary: An ethnographic approach","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ethnography; Class (philosophy); Gender studies; Developmental psychology; Sociology; Geography; Psychology; Anthropology; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01733371,0.0001502309,0.0003945408,0.0006830436,0.0001850817,0.00006427344,0.0004274927,0.0004991723,0.0001834787],"category_scores_gemma":[0.002239073,0.0001367339,0.00005360272,0.001187648,0.0005099719,0.0003400966,0.00001495459,0.0008668264,0.000001468674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963604,"about_ca_system_score_gemma":0.002147905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.035733,"about_ca_topic_score_gemma":0.0569842,"domain_scores_codex":[0.9918343,0.00602028,0.0004353144,0.0003887381,0.0007833102,0.000538047],"domain_scores_gemma":[0.9984973,0.0007141926,0.0001795729,0.0001911116,0.0002320857,0.0001857141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005148621,0.0003136512,0.0005755445,0.0002962456,0.00000563955,2.378541e-7,0.9164016,0.00000328639,0.00002707886,0.0616849,0.00002830104,0.02061202],"study_design_scores_gemma":[0.0001355842,0.00009765069,0.001234155,0.0001412206,0.000001599088,3.67206e-8,0.9776044,0.0002228844,0.0001179485,0.01929638,0.0009740641,0.0001741069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8038015,0.0002757796,0.0001151024,0.00006380893,0.0002221168,0.0004250238,0.000001190448,0.00001486717,0.1950806],"genre_scores_gemma":[0.9815397,0.0003386389,0.005112133,0.00003656334,0.00008773784,0.001174762,0.0001941268,0.00001746962,0.01149889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1835817,"threshold_uncertainty_score":0.9706882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09266731360364193,"score_gpt":0.4970291634381758,"score_spread":0.4043618498345338,"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."}}