{"id":"W4230976313","doi":"10.2139/ssrn.3700679","title":"Crisis Innovation","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009757139,0.00004906562,0.00006091353,0.00006603933,0.0003733047,0.00005718573,0.0001733292,0.00004048526,0.00009404166],"category_scores_gemma":[0.0001566379,0.00004535051,0.00003268319,0.0006620224,0.00003149338,0.0001894902,0.00001072535,0.0005652672,0.0001293285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003317347,"about_ca_system_score_gemma":0.003259063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001980229,"about_ca_topic_score_gemma":0.0004451323,"domain_scores_codex":[0.9984844,0.00006611722,0.0001397005,0.00007242992,0.0002652997,0.0009719997],"domain_scores_gemma":[0.9997182,0.00001672135,0.00007330204,0.00002534353,0.0001002577,0.00006614718],"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":[0.000008611201,0.000004385811,0.0009649848,5.747805e-7,0.000020102,6.330783e-7,0.003917838,0.000001094248,0.00003609852,0.9739841,0.01045902,0.01060253],"study_design_scores_gemma":[0.0001688289,0.00005073797,0.0004855139,0.000002172899,0.000005216118,0.000007677579,0.009858742,0.000003652694,0.00002256323,0.4681963,0.5211061,0.00009244469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3443064,0.001033084,0.007594126,0.5308332,0.0004386059,0.0001765834,8.86016e-7,0.0001238465,0.1154933],"genre_scores_gemma":[0.9900014,0.002560411,0.00006472438,0.003570989,0.00121596,0.000001093284,0.000001566299,0.000005854656,0.00257799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.645695,"threshold_uncertainty_score":0.5781438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269514708217118,"score_gpt":0.316131585196171,"score_spread":0.2834364381139998,"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."}}