{"id":"W6939796417","doi":"10.6084/m9.figshare.20425596","title":"Disconnecting from Social Media A Tale of an Engineering Library.pdf","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Social engineering (security); Investment (military); The Internet","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"],"consensus_categories":[],"category_scores_codex":[0.001745565,0.0003476976,0.0001664701,0.001365581,0.00429536,0.01081444,0.0006906214,0.00165954,0.1017777],"category_scores_gemma":[0.01166107,0.0001794178,0.0002872745,0.001935654,0.001075633,0.01075214,0.004701749,0.001558044,0.0318479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159606,"about_ca_system_score_gemma":0.001309644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007380622,"about_ca_topic_score_gemma":0.01820089,"domain_scores_codex":[0.9987341,0.0003218598,0.00005013976,0.00009054892,0.0006346611,0.0001687127],"domain_scores_gemma":[0.9916334,0.002732187,0.0006064511,0.0009205462,0.001752348,0.002355067],"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":[0.0000817975,0.00007290446,0.008049251,0.0002305004,0.00001889529,0.0003354025,0.005425428,0.00009389979,0.0005822833,0.01024764,0.7313524,0.2435095],"study_design_scores_gemma":[0.000005757737,0.00002538011,0.008869529,0.0001506683,0.000009361252,0.0002657522,0.006353281,0.0001367816,0.0006087226,0.002773328,0.9807726,0.0000287181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04141476,0.002496098,0.005352511,0.08254238,0.003964809,0.00009685694,0.008538247,0.004700288,0.850894],"genre_scores_gemma":[0.3015047,0.00390027,0.005813997,0.02219854,0.002608585,0.0001673517,0.008616163,0.003980805,0.6512095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9891856,"threshold_uncertainty_score":0.3404802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692857940695351,"score_gpt":0.1927727490137537,"score_spread":0.1758441696068002,"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."}}