{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002224936,0.0002019279,0.0001742805,0.0002087541,0.0004595196,0.0002432967,0.0005776617,0.00008564082,0.0003853335],"category_scores_gemma":[0.008673892,0.0002501326,0.00008850577,0.0005694252,0.00001813556,0.001047968,0.0005394416,0.0003302046,0.00001666102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638139,"about_ca_system_score_gemma":0.00007176522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006411442,"about_ca_topic_score_gemma":0.000006080812,"domain_scores_codex":[0.998796,0.000003706338,0.0002027154,0.000281944,0.0003875438,0.0003281064],"domain_scores_gemma":[0.9962248,0.003162145,0.0001489472,0.0003298831,0.0001210214,0.00001319091],"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":[0.0001353745,0.0002473157,0.2610122,0.000673289,0.0002002689,0.00004094414,0.0004305157,0.1053742,0.004055907,0.595424,0.02877133,0.003634633],"study_design_scores_gemma":[0.00261087,0.00009899241,0.04532632,0.00007702286,0.0002180117,0.000006076424,0.002766292,0.008415216,0.0003711173,0.01255667,0.9255028,0.002050589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7992031,0.00009019799,0.1913166,0.003193445,0.002150133,0.001028871,0.0002066064,0.002393271,0.0004177737],"genre_scores_gemma":[0.9915797,4.971477e-7,0.006530942,0.0008249928,0.0005585946,0.0000714772,0.0001492808,0.00005853878,0.0002260229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8967315,"threshold_uncertainty_score":0.9999951,"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."}}