{"id":"W4210630911","doi":"10.1145/3502771.3502776","title":"Strategies for \"Socially Distant\"","year":2022,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Coronavirus disease 2019 (COVID-19); Workflow; Work (physics); Pandemic; Management; Public relations; Engineering; Political science; Face-to-face; Knowledge management; Sociology; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02315722,0.001827671,0.000797061,0.002527629,0.01774284,0.01667679,0.006429089,0.0121685,0.05005729],"category_scores_gemma":[0.02724004,0.0006316701,0.001568809,0.001508458,0.02771996,0.0286519,0.05879296,0.01287436,0.01026057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009511024,"about_ca_system_score_gemma":0.01881391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004936462,"about_ca_topic_score_gemma":0.007723012,"domain_scores_codex":[0.9678321,0.01913724,0.0006380351,0.004186506,0.004277973,0.003928161],"domain_scores_gemma":[0.9797112,0.00478784,0.001851042,0.003509444,0.002698276,0.007442168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006596947,0.0002381284,0.001243375,0.0003381522,0.00004099835,0.0005451879,0.03972004,0.0005983035,0.0009883128,0.8561023,0.05526299,0.04485618],"study_design_scores_gemma":[0.00003882828,0.0001098751,0.0007519306,0.0003002613,0.00002091192,0.0003034163,0.03529229,0.0005736896,0.0005380154,0.2671762,0.6948426,0.00005191727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03402055,0.002940699,0.07443856,0.2081997,0.00326589,0.0007122983,0.0001131512,0.001017963,0.6752912],"genre_scores_gemma":[0.6944073,0.002037729,0.02754561,0.08523646,0.001041236,0.001303886,0.0002651853,0.000758238,0.1874044],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05005729,"threshold_uncertainty_score":0.1674583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222228406821067,"score_gpt":0.2155646459916052,"score_spread":0.1933418053094985,"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."}}