{"id":"W4223971602","doi":"10.1108/dlp-05-2022-134","title":"Editorial","year":2022,"lang":"en","type":"editorial","venue":"Digital Library Perspectives","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003285217,0.001297846,0.001141814,0.002016494,0.002455999,0.007220072,0.002453266,0.005673151,0.2284859],"category_scores_gemma":[0.02962167,0.0004741855,0.001271941,0.0009375652,0.00163614,0.004957971,0.002240407,0.007246201,0.1226936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153799,"about_ca_system_score_gemma":0.003587463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000935004,"about_ca_topic_score_gemma":0.001817437,"domain_scores_codex":[0.9958655,0.0005261645,0.000414227,0.0008773754,0.001815305,0.0005015131],"domain_scores_gemma":[0.9798116,0.003615371,0.000964669,0.001767677,0.01010567,0.003735031],"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":[0.00002168435,0.000007174102,0.00004495649,0.0001126738,0.000003940339,0.0001129678,0.00002811039,0.000010976,0.00005902991,0.001081163,0.9858332,0.01268416],"study_design_scores_gemma":[0.000006811449,0.000007624773,0.00007455036,0.0001432148,0.000003458349,0.0001677586,0.0000439076,0.0000117482,0.00005948305,0.0006332258,0.9988441,0.000004037602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001967383,0.005696726,0.0004609787,0.06572992,0.8891638,0.00005950168,0.0006389124,0.0003511496,0.03770225],"genre_scores_gemma":[0.004733425,0.008892002,0.0008530461,0.07915988,0.6899015,0.0001204322,0.001081225,0.0004884287,0.2147701],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9927799,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353455846917105,"score_gpt":0.3330457205881096,"score_spread":0.3095111621189385,"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."}}