{"id":"W3146033099","doi":"10.29173/iasl7668","title":"Information Culture and Web 2.0","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Context (archaeology); Traceability; Mediation; Ethnography; Sociology; Knowledge management; Information needs; Identity (music); World Wide Web; Computer science; Political science; Social science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003730455,0.0001899114,0.0003255339,0.003893961,0.003527493,0.009639641,0.0006527083,0.0007327181,0.002964985],"category_scores_gemma":[0.009238061,0.0002788385,0.0001958644,0.004587758,0.007871689,0.003863408,0.003825016,0.001037489,0.000339036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006812537,"about_ca_system_score_gemma":0.003237125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111678,"about_ca_topic_score_gemma":0.01204946,"domain_scores_codex":[0.9902542,0.005276555,0.0006421153,0.000803452,0.002252125,0.0007715457],"domain_scores_gemma":[0.9866218,0.006315899,0.003591037,0.0006651346,0.001590231,0.001215905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009843364,0.0002056475,0.2783841,0.0003733589,0.00006370153,0.001421298,0.6174613,0.0003163805,0.001596789,0.02737956,0.001239912,0.07145957],"study_design_scores_gemma":[0.00001332878,0.0001964654,0.2582938,0.0003511758,0.00003721776,0.0008470659,0.6933172,0.0003541247,0.001374461,0.002869098,0.0422823,0.00006377372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978321,0.00087402,0.0005535755,0.0009790156,0.000009862227,0.00001608352,0.00003274802,0.00001304889,0.01920061],"genre_scores_gemma":[0.9988747,0.0001946786,0.0001379558,0.00008090174,0.000004408867,0.000006597484,0.00001065645,0.000004584068,0.0006854955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0111678,"threshold_uncertainty_score":0.0494287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06439324376536164,"score_gpt":0.2638501547419139,"score_spread":0.1994569109765522,"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."}}