{"id":"W4390769855","doi":"","title":"Learning from the Global Financial Crisis: Sustainably, Reliably, Creativity","year":2012,"lang":"en","type":"book","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Creativity; Financial crisis; Sustainability; Business; Financial system; Finance; Economics; Psychology; Macroeconomics; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002810122,0.0004673218,0.0003627937,0.0005360523,0.001112486,0.007308865,0.001142476,0.002032539,0.01919236],"category_scores_gemma":[0.01035753,0.0001541432,0.0006001708,0.0007435572,0.004906856,0.00774351,0.003794065,0.003245275,0.003463435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026809,"about_ca_system_score_gemma":0.00199204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005691227,"about_ca_topic_score_gemma":0.0009934395,"domain_scores_codex":[0.9990589,0.0004015133,0.00003419434,0.000108242,0.0002544819,0.0001426873],"domain_scores_gemma":[0.9960244,0.002298398,0.000197257,0.000477186,0.0004153035,0.0005874932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000122577,0.000118161,0.001764737,0.0004927696,0.00004347812,0.0004280028,0.009855353,0.00428656,0.001629202,0.3307644,0.1461251,0.5043696],"study_design_scores_gemma":[0.00003558126,0.00007027636,0.00200238,0.0005484452,0.00001784282,0.0002447344,0.005374569,0.00185553,0.0008788069,0.6378558,0.3510852,0.00003076355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02979174,0.01159362,0.03364827,0.08399796,0.00318232,0.0001401558,0.0002157126,0.0005113579,0.8369188],"genre_scores_gemma":[0.7575358,0.01852176,0.02311566,0.0103874,0.004495329,0.0003436556,0.0005045888,0.0005950875,0.1845008],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01919236,"threshold_uncertainty_score":0.06420487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203156989325937,"score_gpt":0.2171282278844264,"score_spread":0.195096657991167,"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."}}