{"id":"W2108202824","doi":"10.1177/1077800406295625","title":"Social Semiotics and Fieldwork","year":2006,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Semiotics; Social semiotics; Sociology; Ethnography; Epistemology; Semiotics of culture; Visual semiotics; Postmodernism; Structuralism (philosophy of science); Qualitative research; Social science; Anthropology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01935033,0.0007285758,0.0009221569,0.005192691,0.007148361,0.009601781,0.001363667,0.002232975,0.005430579],"category_scores_gemma":[0.0145221,0.0004532827,0.0005585313,0.003981067,0.06718608,0.009143168,0.007125232,0.002448717,0.00066513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005422744,"about_ca_system_score_gemma":0.004985412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002587262,"about_ca_topic_score_gemma":0.002122611,"domain_scores_codex":[0.969639,0.02617366,0.000763947,0.001466378,0.001371085,0.0005859102],"domain_scores_gemma":[0.9712106,0.02399883,0.001061292,0.002148961,0.001006145,0.0005742092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007306302,0.00001023802,0.0001336911,0.00009746345,0.00000309345,0.00008790096,0.03325691,0.0001788541,0.00008600447,0.9592052,0.0006354616,0.006297739],"study_design_scores_gemma":[0.00001503337,0.00002812297,0.0002615909,0.000535734,0.00000386805,0.0002268837,0.03606718,0.0004855821,0.0002850406,0.8343402,0.1277334,0.00001737817],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05465033,0.0197333,0.3866501,0.03196437,0.001628233,0.0009511972,0.0003215949,0.00028502,0.5038158],"genre_scores_gemma":[0.8741,0.007709599,0.09086408,0.001888633,0.0006610254,0.001645476,0.0002164018,0.000145698,0.02276913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01935033,"threshold_uncertainty_score":0.1023356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2072466770126772,"score_gpt":0.4032542605224365,"score_spread":0.1960075835097593,"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."}}