{"id":"W133199886","doi":"","title":"Health Sciences Environment and Librarianship in Health Sciences Libraries.","year":2000,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical library; Library science; Health care; Variety (cybernetics); Institution; Collection development; Computer science; Public relations; Sociology; Political science; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007645363,0.0002094858,0.000357819,0.0003228368,0.002798261,0.0001694833,0.000639667,0.0000774591,0.002009116],"category_scores_gemma":[0.0004065208,0.0001701726,0.00002607002,0.001709735,0.001122749,0.001098794,0.0001445267,0.0007055686,0.0003701555],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003844635,"about_ca_system_score_gemma":0.006269107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002247496,"about_ca_topic_score_gemma":0.0001979676,"domain_scores_codex":[0.9915363,0.002295985,0.000936968,0.0008290251,0.00079737,0.003604316],"domain_scores_gemma":[0.9972215,0.0005222183,0.0002377167,0.0002829521,0.00001510043,0.001720542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006130653,0.0002006446,0.6887161,0.0004717881,0.000003969667,0.000006368708,0.04107907,0.0001299616,0.000003650001,0.007625382,0.03576775,0.225934],"study_design_scores_gemma":[0.0003921702,0.0002657417,0.6690495,0.0001953541,5.804227e-7,0.000002763323,0.00164457,0.0002173073,0.000004021555,0.0007049575,0.3273749,0.0001481073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7977929,0.007532218,0.00005131319,0.1605888,0.0009857118,0.002679124,0.00002658603,0.0001337466,0.03020967],"genre_scores_gemma":[0.9337412,0.03003822,0.00364521,0.02145352,0.0008245105,0.0003460727,0.00001986177,0.0000412666,0.009890161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2916072,"threshold_uncertainty_score":0.9993644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139317027111169,"score_gpt":0.370430891079502,"score_spread":0.2564991883683851,"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."}}