{"id":"W2258582882","doi":"10.25071/1708-6701.30971","title":"What is Ensemble Librarianship?","year":2010,"lang":"en","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Computer science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01210966,0.0003295772,0.001391437,0.008535198,0.004485017,0.0179124,0.001648081,0.003411472,0.02519732],"category_scores_gemma":[0.05357988,0.0003727423,0.000720541,0.01312707,0.006204708,0.02323602,0.004699108,0.003124915,0.008169174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003590829,"about_ca_system_score_gemma":0.00770838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005370782,"about_ca_topic_score_gemma":0.008684057,"domain_scores_codex":[0.9880201,0.004688496,0.0008755121,0.000808902,0.00454012,0.001066891],"domain_scores_gemma":[0.959598,0.01469407,0.002819795,0.003017089,0.01524139,0.004629713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004984358,0.00004546272,0.003691251,0.001683017,0.00009825643,0.00008378589,0.00148564,0.0001255582,0.00008482885,0.1134115,0.4719196,0.4073212],"study_design_scores_gemma":[0.00001144217,0.00003065287,0.005167889,0.002387106,0.00007249608,0.0001833881,0.002968808,0.000113085,0.0001052095,0.0591579,0.9297683,0.00003373273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006241214,0.2630242,0.003441823,0.5270811,0.0296437,0.00006521586,0.0006812444,0.0003323995,0.1694891],"genre_scores_gemma":[0.2528307,0.3581381,0.006363812,0.1746842,0.09803891,0.000279979,0.00189741,0.0006571835,0.1071096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9820876,"threshold_uncertainty_score":0.08429348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533228640082178,"score_gpt":0.243592085602699,"score_spread":0.2282597992018773,"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."}}