{"id":"W3122861330","doi":"10.2139/ssrn.1921010","title":"A Reflection on Analytical Work in Marketing: Three Points of Consensus","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Work (physics); Reflection (computer programming); Marketing; Business; Computer science; Engineering; Mechanical engineering","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":[0.1115539,0.001385866,0.002347069,0.00436645,0.01906678,0.03373601,0.007228615,0.0281145,0.004278731],"category_scores_gemma":[0.1250394,0.001007861,0.001955495,0.004957287,0.0880389,0.04579593,0.02459955,0.06701679,0.0008593104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01959079,"about_ca_system_score_gemma":0.02766356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01133424,"about_ca_topic_score_gemma":0.01127195,"domain_scores_codex":[0.899179,0.06375185,0.005524009,0.007616705,0.01559239,0.008335995],"domain_scores_gemma":[0.7534033,0.1914316,0.005494271,0.008021679,0.03116742,0.01048174],"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":[0.0001194236,0.0001380752,0.0007650848,0.0006654434,0.00005958414,0.0005604749,0.3932279,0.0003409605,0.0006408331,0.3968374,0.1729441,0.03370079],"study_design_scores_gemma":[0.00008180083,0.00005564746,0.0007675956,0.002680741,0.00002572672,0.0004568851,0.3135877,0.0006675667,0.0005662322,0.2563394,0.4246104,0.0001602995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005719013,0.007133304,0.005304415,0.9706523,0.004201455,0.00003408765,0.00001885555,0.00002988249,0.006906751],"genre_scores_gemma":[0.465822,0.0142252,0.01777483,0.4810764,0.010269,0.0004286255,0.00007607331,0.0005537014,0.009774167],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1115539,"threshold_uncertainty_score":0.5899607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381143096066651,"score_gpt":0.252146353769531,"score_spread":0.2083349228088645,"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."}}