{"id":"W4221035051","doi":"10.1080/0194262x.2022.2049954","title":"STEM Librarians’ Presence on Academic Profile Websites","year":2022,"lang":"en","type":"article","venue":"Science & Technology Libraries","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Library science; Metric (unit); Function (biology); Order (exchange); World Wide Web; Computer science; Political science; Business; Biology; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00369265,0.0001497944,0.0004773053,0.008966176,0.002901023,0.006896758,0.0006243524,0.0008745315,0.008779242],"category_scores_gemma":[0.03297942,0.0002279803,0.0002797958,0.008956343,0.0009127646,0.005258819,0.003076948,0.0008322321,0.003191117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115555,"about_ca_system_score_gemma":0.002207526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007607817,"about_ca_topic_score_gemma":0.01602209,"domain_scores_codex":[0.9937904,0.002095103,0.0005056678,0.0003863794,0.002513954,0.0007084997],"domain_scores_gemma":[0.9523477,0.01827583,0.01132866,0.001989391,0.008977032,0.007081398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002199733,0.0003420788,0.7679344,0.0004147772,0.00008336244,0.0005937728,0.04383978,0.0000974615,0.001444989,0.001776244,0.008566031,0.1746872],"study_design_scores_gemma":[0.00001819583,0.0003519517,0.7768649,0.0003671702,0.0001235952,0.001782381,0.1413253,0.0006685273,0.001995702,0.0009109373,0.07545646,0.0001348513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617497,0.0009162889,0.000472389,0.001227766,0.00005505635,0.00002863563,0.0005720668,0.0001162195,0.03486194],"genre_scores_gemma":[0.9910821,0.0007080893,0.0005779311,0.0003554539,0.00008207492,0.00001525455,0.000430414,0.00003289078,0.006715759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9910339,"threshold_uncertainty_score":0.02936941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237938570982022,"score_gpt":0.2413605713235361,"score_spread":0.2189811856137158,"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."}}