{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.001031779,0.0002141432,0.0002281782,0.002747588,0.002002368,0.0005283523,0.008505927,0.0001667165,0.0001811585],"category_scores_gemma":[0.0003809614,0.0001985641,0.00005534809,0.01721176,0.002471204,0.007172246,0.005523867,0.001216471,0.0002375183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047152,"about_ca_system_score_gemma":0.001209381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000223435,"about_ca_topic_score_gemma":2.070581e-7,"domain_scores_codex":[0.9966673,0.00006369054,0.0003854389,0.000993003,0.001068435,0.0008221294],"domain_scores_gemma":[0.9978027,0.000243045,0.0001910844,0.001558895,0.00006879329,0.0001355311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000883449,0.00004983002,0.005354649,0.000006684756,0.000002959474,0.000009089652,0.0003770466,0.0001206628,0.001354278,0.9595956,0.003680874,0.02943949],"study_design_scores_gemma":[0.0005070729,0.001871428,0.004687771,0.00003691635,0.000006141988,0.0001261185,0.002015231,0.03143517,0.2426215,0.5154602,0.2003099,0.0009225893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6099716,0.003812941,0.06771632,0.1133653,0.006879714,0.003026268,0.0001263713,0.01351854,0.1815829],"genre_scores_gemma":[0.9740371,0.00002837942,0.02106739,0.001644884,0.00003911898,0.0001899127,0.000002414883,0.00001319917,0.002977566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4441354,"threshold_uncertainty_score":0.9992969,"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."}}