{"id":"W2802780203","doi":"10.4095/288855","title":"GeoConnections framework data guide","year":2009,"lang":"en","type":"report","venue":"","topic":"Banking Systems and Strategies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.006854689,0.001168589,0.00093963,0.01013681,0.001706968,0.006307465,0.004194447,0.002342583,0.2850631],"category_scores_gemma":[0.03149019,0.001460999,0.0007191532,0.0173055,0.0007005088,0.007321022,0.003900427,0.003280837,0.1993408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004363888,"about_ca_system_score_gemma":0.01107787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09239752,"about_ca_topic_score_gemma":0.09083117,"domain_scores_codex":[0.99489,0.00115533,0.0006107536,0.0004486302,0.002486182,0.0004090438],"domain_scores_gemma":[0.9723603,0.006114769,0.00119399,0.004177745,0.01455454,0.001598546],"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":[0.00001469154,0.00001231191,0.0002504031,0.00007960264,0.000001928511,0.00002712973,0.0001021413,0.0001381797,0.00004692777,0.004658382,0.9760341,0.01863427],"study_design_scores_gemma":[0.000004811367,0.000001853494,0.0002162327,0.00005538132,7.391859e-7,0.00002379943,0.00005147585,0.00007427587,0.0000481163,0.0009487331,0.9985662,0.000008499839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001051681,0.0007742976,0.03552047,0.007135017,0.001062795,0.001103213,0.6039667,0.04644268,0.3029432],"genre_scores_gemma":[0.004320251,0.001161026,0.05322439,0.002463224,0.000192725,0.002567181,0.7469507,0.02242401,0.1666964],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2850631,"threshold_uncertainty_score":0.9536309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062294041613772,"score_gpt":0.3326543305759613,"score_spread":0.2264249264145841,"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."}}