{"id":"W7043468294","doi":"","title":"Social Factors in e-Commerce Personalization","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personalization; Leverage (statistics); Transactional leadership; Interface (matter); User interface; Social relationship","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006063801,0.00004805386,0.00005923417,0.00002320359,0.00006683358,0.00001932495,0.00005195548,0.00004249184,0.01890131],"category_scores_gemma":[0.000006878245,0.00004166238,0.0000175734,0.00008795058,0.00002190596,0.00009824721,0.000004712598,0.00004104464,0.0001476348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002416406,"about_ca_system_score_gemma":0.000008856918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003391442,"about_ca_topic_score_gemma":0.0000357126,"domain_scores_codex":[0.9995886,0.00002981398,0.00007453006,0.0001023385,0.00009875624,0.0001059457],"domain_scores_gemma":[0.9999058,0.00001028563,0.00001426785,0.00004511239,0.000008859753,0.00001562588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003286377,0.00002275103,0.009835365,0.00001021973,0.000001313593,0.000001505452,0.003884265,0.00001860843,0.9672078,0.003986755,0.007769675,0.007228902],"study_design_scores_gemma":[0.001430846,0.0001296906,0.5620512,0.00002969833,0.00002294363,0.000008156196,0.001093875,0.0005573207,0.3220472,0.02776882,0.0842177,0.0006425469],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311797,0.000003744017,0.0000711488,0.0002046757,0.00009588006,0.00003299357,0.000002726812,0.00003094715,0.0683782],"genre_scores_gemma":[0.9981447,0.000002243302,0.0001308182,0.0001552995,0.0001132565,0.0000022109,0.000009468049,0.00000475382,0.001437279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6451606,"threshold_uncertainty_score":0.9819955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173249076035355,"score_gpt":0.2529039185484407,"score_spread":0.2355790109449052,"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."}}