{"id":"W4206462520","doi":"10.5206/elip.v4i1.13498","title":"Going Virtual Together","year":2021,"lang":"en","type":"article","venue":"Emerging Library & Information Perspectives","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002447472,0.001070629,0.0003993149,0.0009595228,0.01235476,0.01377105,0.001989762,0.001783512,0.1622258],"category_scores_gemma":[0.009457798,0.0004560052,0.001043413,0.0008194708,0.002602441,0.01078237,0.02072892,0.006001095,0.06423926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204078,"about_ca_system_score_gemma":0.004523637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002111029,"about_ca_topic_score_gemma":0.006577341,"domain_scores_codex":[0.9967533,0.0009579764,0.00008929453,0.0004813554,0.000635554,0.001082529],"domain_scores_gemma":[0.9897199,0.0006462221,0.0002641695,0.001605708,0.001084367,0.006679526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005931339,0.001490971,0.009887464,0.0003265582,0.00007020489,0.001655787,0.1001101,0.0005387908,0.008183959,0.07646608,0.2976061,0.503071],"study_design_scores_gemma":[0.00002163638,0.0001845759,0.002537478,0.0001054523,0.0000325089,0.0004754917,0.04891233,0.000303145,0.002006462,0.01210404,0.9332528,0.00006412567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1041522,0.0003848716,0.03691396,0.01026877,0.009235127,0.0005434656,0.0005867937,0.001832076,0.8360826],"genre_scores_gemma":[0.3089668,0.0002793265,0.01676748,0.002747216,0.0004969011,0.0004276453,0.000692299,0.0009180521,0.6687044],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1622258,"threshold_uncertainty_score":0.5426993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277697252495007,"score_gpt":0.3245284393868629,"score_spread":0.3117514668619128,"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."}}