{"id":"W2588213363","doi":"10.29173/cais267","title":"Electronic Publishing of Book Reviews: Implications for Scholarly Communication","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Timeline; Scholarship; Scholarly communication; Electronic publishing; Relevance (law); Field (mathematics); Space (punctuation); Library science; Political science; Sociology; World Wide Web; Computer science; History; The Internet; Law","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":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001814658,0.0001869725,0.0004313762,0.0001782124,0.0004092861,0.01818281,0.00349695,0.0001225872,0.00008095858],"category_scores_gemma":[0.02827008,0.0001465527,0.0002138969,0.000180736,0.0004530617,0.08349685,0.0004926988,0.0005341709,0.000003159824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007671091,"about_ca_system_score_gemma":0.0002471066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008352908,"about_ca_topic_score_gemma":0.00009430941,"domain_scores_codex":[0.9983832,0.00006725713,0.0007695645,0.0002049802,0.0002440228,0.0003309923],"domain_scores_gemma":[0.930046,0.0003119667,0.001522527,0.0005968357,0.06744321,0.00007944672],"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":[0.00002966951,0.0001621299,0.01309491,0.0003327989,0.00008486128,3.226623e-9,0.05917431,4.594948e-7,0.008357425,0.8434905,0.06464446,0.01062846],"study_design_scores_gemma":[0.0004763077,0.0002174766,0.03127333,0.0005426361,0.0001128374,0.000002989681,0.00471506,0.0001149142,0.002539106,0.0709509,0.8887908,0.0002636159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8774306,0.008104241,0.00007916312,0.04006235,0.0001263702,0.002039251,0.0003286178,0.0000945623,0.0717348],"genre_scores_gemma":[0.9953187,0.001180157,0.0005537814,0.0004339868,0.00007650237,0.0002797983,0.0000363475,0.00002155468,0.002099173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8241464,"threshold_uncertainty_score":0.9828364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05274709483048773,"score_gpt":0.2597330272475275,"score_spread":0.2069859324170398,"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."}}