{"id":"W2085616644","doi":"10.1002/meet.2009.1450460134","title":"On the challenges of implementing Library 2.0 services: A (diverse) panel discussion","year":2009,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"World Wide Web; Staffing; Computer science; Web 2.0; The Internet; Internet privacy; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004788036,0.00007573726,0.0001211784,0.0001291017,0.0003470911,0.0001073444,0.001687566,0.00002699815,6.025905e-7],"category_scores_gemma":[0.00003255872,0.00003517095,0.0000687978,0.001832119,0.0005887053,0.004269912,0.0005391843,0.00007474178,4.856419e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007512812,"about_ca_system_score_gemma":0.00005181256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003708418,"about_ca_topic_score_gemma":1.411596e-7,"domain_scores_codex":[0.9991434,0.000001591133,0.0002073548,0.0001313518,0.0002993532,0.0002169652],"domain_scores_gemma":[0.9990385,0.00003698584,0.0005493472,0.0001616439,0.0001899272,0.00002363056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004627676,0.00001220397,0.0006049387,0.00005781826,0.000006257207,3.065068e-9,0.004315265,5.621376e-7,0.0031012,0.8807589,0.0004760225,0.1106621],"study_design_scores_gemma":[0.001055608,0.002247553,0.04821306,0.0004589566,0.00004151294,0.00001737566,0.302422,0.04291178,0.1879183,0.3655328,0.04855951,0.000621498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991499,0.00004374646,0.0001446933,0.09634539,0.00002849722,0.0003242156,0.000005277453,0.0001194362,0.003838865],"genre_scores_gemma":[0.9928938,0.0001180985,0.004373278,0.002590386,0.000006525383,0.000008891866,2.442893e-7,0.000001435464,0.000007323217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5152261,"threshold_uncertainty_score":0.3135946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496385935409636,"score_gpt":0.2329383173506737,"score_spread":0.2179744579965773,"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."}}