{"id":"W2600127727","doi":"","title":"What Are They Trying to Accomplish on my Website, Now? Dynamic Identification of Anonymous Consumers' Visit Goals","year":2008,"lang":"en","type":"article","venue":"Les Cahiers du GERAD","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Clickstream; Purchasing; Identification (biology); Personalization; Database transaction; Product (mathematics); Transaction data; Computer science; Internet privacy; World Wide Web; Advertising; E-commerce; Business; Marketing; The Internet; Database; Web navigation","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":[0.001039144,0.0002318278,0.000297339,0.001079147,0.0005107596,0.002201969,0.000375855,0.000761734,0.002293085],"category_scores_gemma":[0.005126547,0.0002292178,0.0003457557,0.0007697036,0.000571946,0.001850293,0.0005337697,0.0005736421,0.0005093686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005333018,"about_ca_system_score_gemma":0.00041143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009396899,"about_ca_topic_score_gemma":0.01319248,"domain_scores_codex":[0.9995785,0.0001543221,0.00001812204,0.00006834967,0.00009627181,0.00008435447],"domain_scores_gemma":[0.99764,0.001013089,0.0005290833,0.0001306401,0.0003399101,0.0003473079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005779007,0.0004069395,0.8473309,0.00008049756,0.0001386217,0.0006504729,0.006300383,0.01379333,0.001237903,0.02877296,0.004818672,0.09589139],"study_design_scores_gemma":[0.00004478047,0.0005358445,0.5855166,0.0001025709,0.000217933,0.001362352,0.01283923,0.3276888,0.001268864,0.05396012,0.01628225,0.0001807214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737012,0.0001571744,0.01219138,0.0008778273,0.00001653277,0.00004500225,0.000397851,0.00009661033,0.01251652],"genre_scores_gemma":[0.9957401,0.00007518454,0.002283866,0.00003839944,0.000006639522,0.00001374158,0.0001019905,0.000009176943,0.001730847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009396899,"threshold_uncertainty_score":0.01868445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543661879224432,"score_gpt":0.2351732028617816,"score_spread":0.2197365840695372,"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."}}