{"id":"W2913943644","doi":"10.1145/3283458.3283526","title":"BAM framework","year":2018,"lang":"en","type":"article","venue":"","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Personalization; Business; Customer needs; Financial services; Computer science; Knowledge management; Marketing; Process management; Finance","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":[0.002548572,0.001301911,0.000844991,0.002472964,0.003145686,0.00957496,0.003767337,0.003256558,0.3374399],"category_scores_gemma":[0.007010348,0.0006204255,0.001123175,0.003387604,0.002275409,0.009007782,0.005711469,0.002467509,0.1679685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003132576,"about_ca_system_score_gemma":0.003768425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007100744,"about_ca_topic_score_gemma":0.004755676,"domain_scores_codex":[0.9971563,0.0008237647,0.0001842652,0.0007321665,0.0006049808,0.0004985838],"domain_scores_gemma":[0.997727,0.0005256031,0.0001512642,0.0006194155,0.0007323704,0.000244349],"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":[0.00006440592,0.00003694724,0.000352826,0.0001576753,0.00001097816,0.0001469203,0.0003881883,0.0006214906,0.0001938489,0.8847037,0.07237941,0.04094369],"study_design_scores_gemma":[0.00001640899,0.00001417733,0.0001867293,0.0001505792,0.000009450501,0.0001555319,0.0003492124,0.001564629,0.0002049164,0.2151557,0.7821786,0.00001402652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002193982,0.001536062,0.1191874,0.00670711,0.001087177,0.0004214172,0.009376449,0.002960193,0.8565302],"genre_scores_gemma":[0.1321909,0.004087468,0.1556834,0.005047532,0.001198801,0.001670907,0.02494487,0.003279515,0.6718965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3374399,"threshold_uncertainty_score":0.9450616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668306842272369,"score_gpt":0.2034241198035095,"score_spread":0.1867410513807858,"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."}}