{"id":"W3187008245","doi":"","title":"Doing Academia in “COVID-19 Times”","year":2020,"lang":"en","type":"article","venue":"Hope's Institutional Research Archive (Liverpool Hope University)","topic":"Hannah Arendt's Political Philosophy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Bedtime; Psychology; Public relations; Medicine; Political 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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00161286,0.0002287526,0.0002961462,0.001206911,0.00220666,0.0001370298,0.001559419,0.000302774,0.001444848],"category_scores_gemma":[0.006082864,0.0002678396,0.0001617972,0.002747996,0.003908244,0.001234537,0.001027469,0.002412003,0.00171468],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909254,"about_ca_system_score_gemma":0.00620334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005575311,"about_ca_topic_score_gemma":0.002231881,"domain_scores_codex":[0.9938393,0.001888131,0.000275846,0.0008107622,0.001839543,0.001346431],"domain_scores_gemma":[0.9954945,0.001529643,0.00006184027,0.0002563347,0.0002702792,0.002387369],"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":[0.0003558046,0.00009534929,0.0009548771,0.00004210052,0.00003150816,0.001283445,0.00611897,0.0008973655,0.0002055699,0.9807302,0.007672377,0.001612439],"study_design_scores_gemma":[0.001098754,0.0001191991,0.0006569872,0.00008734781,0.000009563732,0.00000297058,0.002867893,0.0004147442,0.00002884294,0.03256122,0.9618396,0.0003128652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01137186,0.0001252129,0.009245031,0.0588026,0.0001305668,0.0009763712,0.0002532928,0.0002183555,0.9188767],"genre_scores_gemma":[0.9903085,0.0006902257,0.002433243,0.003790808,0.0007547134,0.000006727874,0.0000634005,0.0000209713,0.001931432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9789366,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179141643945428,"score_gpt":0.3801548667205389,"score_spread":0.2622407023259961,"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."}}