{"id":"W4313638565","doi":"10.1002/9781119898566.ch10","title":"Opportunities vs. Risks","year":2023,"lang":"en","type":"other","venue":"","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Anthropocene; Dysfunctional family; Environmental ethics; Space (punctuation); Business; Coronavirus disease 2019 (COVID-19); Political science; Internet privacy; Risk analysis (engineering); Computer science; Psychology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002537464,0.0008853644,0.0004807042,0.00165323,0.002273605,0.008787316,0.0007832536,0.004334993,0.02333678],"category_scores_gemma":[0.007468203,0.0002962642,0.0004300872,0.001083342,0.01269054,0.0093681,0.004423321,0.004694668,0.002975157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002920327,"about_ca_system_score_gemma":0.002765151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310521,"about_ca_topic_score_gemma":0.002487552,"domain_scores_codex":[0.9972784,0.000923297,0.00009954983,0.000367776,0.0008603695,0.0004706231],"domain_scores_gemma":[0.99657,0.001807236,0.0003580311,0.0003045441,0.000419634,0.0005405085],"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":[0.000007552541,0.000007385056,0.0002621461,0.00003227922,0.000003812691,0.00005294864,0.0002117515,0.0002020717,0.000040639,0.9909049,0.003023885,0.005250649],"study_design_scores_gemma":[0.000007995236,0.00001606959,0.0005068624,0.000204135,0.000007546081,0.0001931501,0.0008565845,0.0003754285,0.0001021868,0.8662141,0.1315044,0.00001152205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01108728,0.009588921,0.02578878,0.05415803,0.001033336,0.00005962524,0.0002635638,0.00007445625,0.8979461],"genre_scores_gemma":[0.8415882,0.01354427,0.006472146,0.00959845,0.002990685,0.000255543,0.0001507076,0.0001600218,0.12524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9766632,"threshold_uncertainty_score":0.07806927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3496642064752827,"score_gpt":0.2759075365198419,"score_spread":0.07375666995544083,"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."}}