{"id":"W237295155","doi":"10.29173/slw7106","title":"Editorial: Focusing on Research","year":2001,"lang":"en","type":"editorial","venue":"School Libraries Worldwide","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Public relations; Editorial board; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication","research_integrity","insufficient_payload"],"category_scores_codex":[0.004630053,0.0004206483,0.0005054643,0.001147828,0.003253753,0.006003428,0.002470417,0.001344255,0.003992598],"category_scores_gemma":[0.01589219,0.0003947077,0.0002136673,0.002648894,0.001273707,0.02530565,0.0004253793,0.003745145,0.004660246],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000414366,"about_ca_system_score_gemma":0.007843713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264512,"about_ca_topic_score_gemma":0.00006765268,"domain_scores_codex":[0.9894255,0.001130551,0.0008030281,0.0007595715,0.006341388,0.00153994],"domain_scores_gemma":[0.9920634,0.005030085,0.000357879,0.000925616,0.000788342,0.000834702],"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":[0.00008118292,0.00002994606,0.0000522569,0.00002060962,0.00001399986,0.000006601925,0.001938187,0.000003155193,6.118852e-7,0.04177853,0.9546832,0.001391666],"study_design_scores_gemma":[0.0002589863,0.00009132415,0.00001459667,0.0002824102,0.000007308317,9.606455e-8,0.001604707,0.000001495339,0.00001415308,0.01985838,0.9774191,0.0004473918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000009431485,0.0001866491,0.000004367162,0.005790049,0.6626184,0.000369225,0.00006578306,0.0003138889,0.3306422],"genre_scores_gemma":[0.00001956499,0.0006213184,0.0003275741,0.0009660891,0.8751436,0.00005686988,0.0003335926,0.00005835848,0.122473],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2125253,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531583502447723,"score_gpt":0.363047983943212,"score_spread":0.3277321489187348,"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."}}