{"id":"W2979446791","doi":"10.29173/iasl7229","title":"How suitable is Yahoo! Groups for school librarians’ professional networking? A case study from Hong Kong","year":2016,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Charles Sturt University","keywords":"Exploit; World Wide Web; User group; Computer science; Software; Psychology; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003616236,0.0004124402,0.0004136985,0.0001523682,0.0004777647,0.002273055,0.001784395,0.0002018139,0.0001123736],"category_scores_gemma":[0.00007826919,0.0002827265,0.0001140703,0.0005038544,0.00006767863,0.01088397,0.0009214754,0.0002737689,0.00004090222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003213535,"about_ca_system_score_gemma":0.000325297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002027613,"about_ca_topic_score_gemma":0.00003515632,"domain_scores_codex":[0.9971369,0.00003913383,0.0003861521,0.001143984,0.0004942545,0.0007996112],"domain_scores_gemma":[0.9981263,0.0002542602,0.0002803027,0.0003664887,0.0005552223,0.0004174554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003174215,0.001122699,0.5901374,0.0002278071,0.0003525911,0.0006483298,0.2608305,3.721311e-7,0.001299007,0.01983794,0.06943851,0.05578741],"study_design_scores_gemma":[0.01633739,0.005512664,0.1030472,0.002965721,0.000294573,0.001120247,0.5885277,0.02891632,0.008085805,0.1264002,0.1126052,0.006187099],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705756,0.0001499034,0.0154899,0.01085578,0.0009490469,0.001111482,0.000099035,0.0004547827,0.0003144284],"genre_scores_gemma":[0.9869871,0.000008545783,0.005487754,0.001255205,0.001068934,0.0002457832,0.000005410522,0.00003448289,0.004906758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4870902,"threshold_uncertainty_score":0.9999625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628767870402329,"score_gpt":0.2443338443642951,"score_spread":0.2180461656602719,"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."}}