{"id":"W7131993052","doi":"","title":"CIFI Group (B): Hunkering Down","year":2024,"lang":"en","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Market liquidity; Real estate; Financial crisis; Crisis management; Resilience (materials science); Organizational culture; Organizational structure; Power (physics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002320816,0.0006711955,0.0005056581,0.0008210943,0.0002693363,0.0002127778,0.0005738679,0.0007086306,0.001523015],"category_scores_gemma":[0.00007110194,0.0006737114,0.0003656461,0.0004150942,0.0008023798,0.0001550247,0.0003089975,0.0008604851,0.05561825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122839,"about_ca_system_score_gemma":0.0007465564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004030959,"about_ca_topic_score_gemma":0.00007016053,"domain_scores_codex":[0.99668,0.00008017008,0.0005248887,0.001134048,0.001061428,0.0005194589],"domain_scores_gemma":[0.9984839,0.00003152822,0.0002701092,0.0008997345,0.00006177909,0.0002529318],"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":[0.00002085641,0.00009007711,0.00003612247,0.0004405137,0.0003775102,0.001826051,0.00003501369,0.00003812779,0.005496198,0.08143295,0.9100141,0.0001924762],"study_design_scores_gemma":[0.0002400529,0.00002395549,0.0001353999,0.001755325,0.0001747733,0.000901587,0.00001365668,0.00002356744,0.0003033587,0.0004507673,0.9952489,0.0007286623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006854584,0.01398131,0.0002010331,0.00001529911,0.01184878,0.0004247999,0.0003185492,0.002477071,0.9706646],"genre_scores_gemma":[0.0137622,0.00006363139,0.001097135,0.00008175174,0.007067272,0.0001676337,0.0003158423,0.001934152,0.9755104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08523478,"threshold_uncertainty_score":0.9995714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172125034635595,"score_gpt":0.2419951208393683,"score_spread":0.2302738704930123,"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."}}