{"id":"W26293774","doi":"10.1016/j.jacc.2015.06.1085","title":"Towards autonomic marketing","year":2012,"lang":"en","type":"article","venue":"International Conference on Autonomic and Autonomous Systems","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Marketing management; Computer science; Marketing research; Digital marketing; Business marketing; Marketing strategy; Marketing; Return on marketing investment; Merge (version control); Knowledge management; 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":[0.003319144,0.0006203777,0.0004710511,0.0007618709,0.001381611,0.006801019,0.001370305,0.002518173,0.006983493],"category_scores_gemma":[0.00485571,0.0003997813,0.0004940538,0.000807721,0.002631365,0.008064688,0.004176122,0.003690317,0.002570732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379984,"about_ca_system_score_gemma":0.001505157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006032648,"about_ca_topic_score_gemma":0.0005778868,"domain_scores_codex":[0.9981114,0.0006298644,0.00007219039,0.0003522517,0.0006189915,0.0002153267],"domain_scores_gemma":[0.9981648,0.0005385657,0.0001913628,0.0003499736,0.0004121841,0.000343116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004051164,0.00009148456,0.000783415,0.0001593272,0.00002923381,0.0001219063,0.0006190064,0.005874061,0.001348519,0.8850549,0.01143074,0.0944469],"study_design_scores_gemma":[0.00002028059,0.00006615542,0.0005947592,0.0001421872,0.00001494741,0.000175077,0.0004440902,0.02598568,0.0007064891,0.7310048,0.2408192,0.00002637377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01918827,0.007707321,0.5586559,0.04462055,0.002769939,0.0002277245,0.00009028443,0.001303744,0.3654362],"genre_scores_gemma":[0.6661139,0.01327919,0.2233722,0.01206502,0.004798492,0.000590516,0.000279199,0.0003826211,0.0791189],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006983493,"threshold_uncertainty_score":0.0233621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677406514135882,"score_gpt":0.2727157472125983,"score_spread":0.2359416820712395,"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."}}