{"id":"W6964005133","doi":"10.25416/ntr.17709860.v2","title":"Being creative in the face of adversity - Annual creativeHE collection 2021","year":2021,"lang":"en","type":"other","venue":"Edge Hill University","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Pandemic; Data collection; Coronavirus disease 2019 (COVID-19); Creativity","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":[0.01395163,0.001064765,0.0008166887,0.010713,0.005194237,0.01061197,0.001760188,0.001210992,0.1108865],"category_scores_gemma":[0.02492552,0.0005868202,0.0005328376,0.009338387,0.001361833,0.003674404,0.006778395,0.002396021,0.04509142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003051791,"about_ca_system_score_gemma":0.007186234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032574,"about_ca_topic_score_gemma":0.03796328,"domain_scores_codex":[0.9873261,0.001724891,0.0006991818,0.0004003673,0.008729876,0.001119555],"domain_scores_gemma":[0.9639184,0.005788318,0.001623983,0.004097985,0.01745207,0.007119132],"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":[0.00004269581,0.00005060853,0.0005907396,0.0002366963,0.000004670546,0.00004321908,0.0007284171,0.0000525978,0.0001624601,0.001853122,0.9519892,0.04424558],"study_design_scores_gemma":[0.000003698726,0.00001032738,0.002545903,0.0001591891,0.000001301869,0.00003039339,0.0008093792,0.0000195924,0.0001308953,0.0003433836,0.995933,0.00001296782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01386909,0.005264703,0.00305152,0.01363467,0.01933618,0.002664983,0.1374876,0.00212415,0.8025671],"genre_scores_gemma":[0.03163386,0.004236241,0.009147192,0.003631195,0.004486686,0.00431695,0.1435807,0.003609689,0.7953573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1108865,"threshold_uncertainty_score":0.3709523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037939633145971,"score_gpt":0.2174259791351313,"score_spread":0.2070465828036716,"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."}}