{"id":"W4214775935","doi":"10.5325/libraries.4.2.v","title":"Welcome from the Editors","year":2020,"lang":"en","type":"article","venue":"Libraries Culture History and Society","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Courage; History; Psychology; Political science; Media studies; Public relations; Law; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023252,0.00008997765,0.000135965,0.000001840137,0.00101189,0.00001903756,0.0002110211,0.0002114874,0.004864388],"category_scores_gemma":[0.0008642238,0.00004897413,0.00007383621,0.00006368363,0.0003479141,0.0004119106,0.0001480661,0.001251434,0.00014611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003874989,"about_ca_system_score_gemma":0.0002978864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008603595,"about_ca_topic_score_gemma":0.000003460302,"domain_scores_codex":[0.9987639,0.0004014297,0.0001564907,0.000182859,0.0002580748,0.0002373122],"domain_scores_gemma":[0.9981594,0.001280456,0.00007886969,0.0001272212,0.00002692388,0.0003271029],"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":[0.00003073004,0.000005096351,0.001184013,0.00004450233,0.00002857542,0.00000143753,0.1133316,2.110785e-8,0.00005557215,0.004515544,0.880585,0.0002179603],"study_design_scores_gemma":[0.0002297365,0.00003168187,0.001265399,0.00001854946,0.00001236248,6.850563e-8,0.02187813,0.00003146028,0.000002919075,0.0007763008,0.975691,0.00006242506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01160407,0.07442805,0.000801107,0.6053476,0.01961555,0.001355863,0.0002563572,0.0006453134,0.285946],"genre_scores_gemma":[0.06858655,0.01039666,0.006286294,0.6231871,0.1909181,0.0002556658,0.0004501475,0.00008841942,0.09983104],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.186115,"threshold_uncertainty_score":0.9960453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108774371664652,"score_gpt":0.3638388558278868,"score_spread":0.2529614186614216,"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."}}