{"id":"W4243116064","doi":"10.1007/978-1-4614-6170-8_100835","title":"Consumer","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","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":[0.0002809115,0.0006779772,0.0004685717,0.001432047,0.001643135,0.003099685,0.0006925169,0.001731044,0.7507246],"category_scores_gemma":[0.0008863592,0.0003681409,0.0003874403,0.001478931,0.0004850086,0.003178331,0.00174059,0.001506993,0.556284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009051141,"about_ca_system_score_gemma":0.0008941751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004274288,"about_ca_topic_score_gemma":0.01276497,"domain_scores_codex":[0.9996946,0.00002172741,0.000007485648,0.0000720432,0.0001675259,0.00003658793],"domain_scores_gemma":[0.9997197,0.00004130353,0.000007774452,0.00005393432,0.0001353139,0.00004202837],"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":[0.00003623932,0.00006312473,0.0001543866,0.0001009208,0.000002245911,0.0001213416,0.0002704099,0.00003606511,0.0008195596,0.0221427,0.8199865,0.1562665],"study_design_scores_gemma":[0.000002417954,0.000006029314,0.000143534,0.00002228202,7.130438e-7,0.00004761256,0.00007787179,0.00002216577,0.0001105293,0.001028538,0.998536,0.000002293435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004413668,0.0003447965,0.000557824,0.0007541041,0.0003316089,0.00003454781,0.0004763319,0.0002810326,0.9967784],"genre_scores_gemma":[0.0006802863,0.0001760749,0.0001294896,0.0002934493,0.00003486507,0.000008038138,0.0002018576,0.00007043213,0.9984055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7507246,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207888898235793,"score_gpt":0.2151997568550626,"score_spread":0.1731208678727047,"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."}}