{"id":"W2606658397","doi":"10.11647/obp.0111","title":"Searching for Sharing","year":2017,"lang":"en","type":"book","venue":"World oral literature series","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Ghana; Leids Kerkhoven-Bosscha Fonds; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Koninklijke Nederlandse Akademie van Wetenschappen; Universiteit Leiden","keywords":"Multimedia; Computer science; World Wide Web","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001243193,0.0004180168,0.0004729535,0.0001285926,0.001246707,0.003815893,0.0005319825,0.0001355767,0.001765043],"category_scores_gemma":[0.00001853279,0.0003072915,0.0003039892,0.00001328249,0.0002363285,0.0009063109,0.0001537003,0.000594495,0.00005470457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005349616,"about_ca_system_score_gemma":0.00006053499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002379044,"about_ca_topic_score_gemma":0.006307036,"domain_scores_codex":[0.9987376,0.00001083239,0.0002551312,0.0004382074,0.0001844891,0.0003737823],"domain_scores_gemma":[0.9989901,0.00002546704,0.000196252,0.0005027491,0.0001984413,0.00008700946],"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":[0.00005096443,0.000005377554,0.000001111417,0.0004588617,0.0000495544,0.00001787251,0.009841487,1.236005e-7,0.000003678317,0.7495579,0.2378884,0.002124701],"study_design_scores_gemma":[0.0001414613,0.00006121294,0.000003202162,0.001334083,0.00003755422,0.000004148299,0.0001044319,0.00000250809,0.000004348252,0.05861626,0.9392861,0.000404659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000183696,0.003220241,7.182899e-7,0.0007350421,0.001738595,0.000439794,0.0007922858,0.0001478686,0.9929071],"genre_scores_gemma":[0.0005863143,0.00004539857,0.0003009502,0.0003286843,0.006081098,0.0000604772,0.001620061,0.00008519559,0.9908918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7013977,"threshold_uncertainty_score":0.9999379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04441167339069633,"score_gpt":0.2683493741397759,"score_spread":0.2239377007490796,"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."}}