{"id":"W2467611454","doi":"10.5860/crln.63.5.356","title":"SCHOLARLY COMMUNICATION: ACRL’s new scholarly communication initiative: Addressing a growing crisis","year":2002,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scholarly communication; Crisis communication; Political science; Scientific communication; Public relations; Sociology; Library science; Media studies; Computer science; Law; Publishing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02746508,0.001065589,0.0009802744,0.004098613,0.01043689,0.03404119,0.005618176,0.02537233,0.06193672],"category_scores_gemma":[0.04384683,0.0006467489,0.0006641716,0.006984217,0.004790754,0.01712271,0.01056391,0.01315743,0.02381569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01199078,"about_ca_system_score_gemma":0.04884269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01765895,"about_ca_topic_score_gemma":0.03184147,"domain_scores_codex":[0.9741038,0.003628036,0.001208127,0.001627911,0.01647395,0.002958225],"domain_scores_gemma":[0.9275337,0.01212822,0.005834409,0.003003669,0.01408336,0.03741668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008026544,0.0001298064,0.0006374252,0.0002198385,0.000007221533,0.0001584877,0.001462445,0.00006658492,0.000819337,0.01944228,0.922209,0.05476726],"study_design_scores_gemma":[0.00003563084,0.00002902143,0.001153892,0.00005332052,0.000003698881,0.00006458038,0.000821311,0.0001663038,0.0002943326,0.0012258,0.9961378,0.00001433695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005550712,0.005110563,0.002093151,0.8652271,0.01481715,0.0001837543,0.001524465,0.002290166,0.1032029],"genre_scores_gemma":[0.07613003,0.005302806,0.01256954,0.1557753,0.01932448,0.0005479864,0.006228066,0.00182825,0.7222934],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9659588,"threshold_uncertainty_score":0.207199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.250904716489124,"score_gpt":0.3503532037528467,"score_spread":0.09944848726372268,"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."}}