{"id":"W4403433502","doi":"10.1002/pra2.1105","title":"Ethnographic Stories in Information Science","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Ethnography; Sociology; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003650035,0.00005408814,0.00009280089,0.0009841617,0.001405122,0.0003576156,0.0004603605,0.0001101164,0.000002661319],"category_scores_gemma":[0.005403676,0.00003716562,0.00002314714,0.007323858,0.002806334,0.009278562,0.0001518288,0.0001197456,0.000003929246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115189,"about_ca_system_score_gemma":0.0003058717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001502,"about_ca_topic_score_gemma":0.00005097538,"domain_scores_codex":[0.9985937,0.000002310747,0.0002734757,0.00009182522,0.0007598057,0.0002788628],"domain_scores_gemma":[0.9977885,0.00006240883,0.0002339604,0.00003752074,0.001849443,0.00002813725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001782699,0.000003635419,0.01579419,0.00002154595,0.000002282487,2.765142e-9,0.01049918,3.54023e-7,0.0001826083,0.9575658,0.0003532321,0.0155754],"study_design_scores_gemma":[0.0002736727,0.0001149093,0.02505048,0.0000862008,0.00001323876,6.578712e-7,0.113729,0.0007224606,0.004973471,0.06189858,0.7929542,0.0001831659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7810312,0.0002018795,0.00006524075,0.03925909,0.001219107,0.0009812742,0.00001351735,0.0002699366,0.1769588],"genre_scores_gemma":[0.9993507,0.0003000378,0.0001286156,0.0001147015,0.00001558981,0.00003266411,3.042998e-7,8.655016e-7,0.00005657726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8956672,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605080692115384,"score_gpt":0.3087536467912246,"score_spread":0.2927028398700707,"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."}}