{"id":"W6925293720","doi":"10.17895/ices.pub.25258336.v1","title":"The DFO Experience with Inclusive Advisory Processes","year":2007,"lang":"en","type":"other","venue":"Open MIND","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; Government (linguistics); Transparency (behavior); Advisory committee; Audit; Public participation; Quality (philosophy)","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":[0.09896468,0.001112039,0.0007257253,0.005123265,0.01571149,0.0203125,0.004032225,0.01003029,0.04757331],"category_scores_gemma":[0.1011091,0.001011106,0.001004876,0.01098823,0.009586349,0.01690491,0.01487068,0.007271137,0.01407525],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02075838,"about_ca_system_score_gemma":0.0515092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06566899,"about_ca_topic_score_gemma":0.06441209,"domain_scores_codex":[0.8989982,0.04886146,0.005937137,0.008041102,0.03030026,0.007861746],"domain_scores_gemma":[0.9111008,0.03013792,0.004674936,0.01469467,0.02648788,0.01290371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007667154,0.0001124139,0.001209445,0.000673159,0.00002119289,0.0004652318,0.01379858,0.0003677606,0.000464783,0.2233638,0.4735202,0.2859268],"study_design_scores_gemma":[0.000002406939,0.000004065517,0.0001716019,0.0001217742,9.231963e-7,0.00004186312,0.0004516401,0.00001751681,0.00002965,0.003634659,0.9955183,0.000005489985],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005211456,0.03809588,0.03363023,0.2402283,0.021601,0.0007975618,0.0009190913,0.0009998039,0.6585166],"genre_scores_gemma":[0.1138384,0.03100712,0.03260509,0.04944861,0.00429112,0.001306679,0.001163372,0.0009169519,0.7654227],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9792416,"threshold_uncertainty_score":0.5233815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411070649735727,"score_gpt":0.2829431309397639,"score_spread":0.2588324244424067,"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."}}