{"id":"W4409795504","doi":"10.63485/k6704-shf94","title":"Open access to individual "featured articles"","year":2003,"lang":"en","type":"preprint","venue":"","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; 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","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001969015,0.0006937237,0.0008365478,0.00304528,0.003959445,0.01023935,0.001124396,0.004027234,0.8541152],"category_scores_gemma":[0.02943622,0.0007122586,0.0005831604,0.004429303,0.002136773,0.005614688,0.007055773,0.001713179,0.7979662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001851201,"about_ca_system_score_gemma":0.002984139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003748418,"about_ca_topic_score_gemma":0.007175866,"domain_scores_codex":[0.9985915,0.0001536285,0.00006792884,0.0001941116,0.0007018778,0.0002908952],"domain_scores_gemma":[0.984597,0.003014619,0.0007370644,0.003431454,0.004908035,0.003311772],"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":[0.00003688474,0.00004859031,0.0006159816,0.000076773,0.000004311118,0.0001108661,0.000185733,0.00003689741,0.0003079466,0.01013031,0.9291512,0.05929442],"study_design_scores_gemma":[0.00001424683,0.0000179507,0.001692284,0.00007211835,0.000002936795,0.00007772127,0.0002461446,0.0000847942,0.0001411978,0.004442615,0.9931948,0.00001316175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000821735,0.00031735,0.0009310607,0.005629226,0.002063044,0.00009255797,0.002050165,0.001774777,0.9863201],"genre_scores_gemma":[0.00461913,0.0003435076,0.0005365624,0.0009094522,0.001053831,0.00006154783,0.001226299,0.0006042194,0.9906454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9988756,"threshold_uncertainty_score":0.208087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6424413339118298,"score_gpt":0.624986015473349,"score_spread":0.0174553184384808,"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."}}