{"id":"W1863788121","doi":"10.15353/joci.v11i3.2765","title":"Contributions from Visitor Research to CI and ICT4D Theory and Research Methodology","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visitor pattern; Context (archaeology); Informatics; Sociology; Information and Communications Technology; Process (computing); Research methodology; Knowledge management; Computer science; Geography; Political science; World Wide Web","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06544049,0.0008506035,0.001140981,0.007304409,0.005775647,0.02019724,0.004238638,0.002920704,0.008448011],"category_scores_gemma":[0.05365826,0.0008101456,0.0007781386,0.006878802,0.0361166,0.01015988,0.01104786,0.003917938,0.000498253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01551704,"about_ca_system_score_gemma":0.01538116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00924281,"about_ca_topic_score_gemma":0.01001274,"domain_scores_codex":[0.8708494,0.1166132,0.001889898,0.00287748,0.005309672,0.002460481],"domain_scores_gemma":[0.891744,0.08629104,0.002817164,0.009514951,0.005943179,0.003689753],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009240352,0.0002034102,0.006283116,0.001182214,0.00006140112,0.0005206879,0.1461141,0.000931653,0.000284246,0.7788144,0.002089649,0.06342274],"study_design_scores_gemma":[0.00008734239,0.0004785503,0.007564847,0.006457947,0.0001043063,0.001416612,0.4016998,0.008575781,0.001992947,0.3449211,0.2265453,0.000155384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2910633,0.01252852,0.3296849,0.03729915,0.001020367,0.002918368,0.0003369839,0.0003118747,0.3248366],"genre_scores_gemma":[0.9334521,0.00354511,0.05201079,0.001556679,0.000140619,0.001574882,0.00007594224,0.0001029344,0.007540982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9345595,"threshold_uncertainty_score":0.3460865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4794495141900946,"score_gpt":0.4692723480052212,"score_spread":0.01017716618487335,"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."}}