{"id":"W2053474867","doi":"10.1002/dir.20055","title":"Pleasure or utility? Time planning style and Web usage behaviors","year":2006,"lang":"en","type":"article","venue":"Journal of Interactive Marketing","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Personalization; Style (visual arts); Pleasure; Entertainment; Advertising; Exploratory research; Relation (database); Marketing; Empirical research; Market segmentation; Psychology; Computer science; Business; World Wide Web; Sociology; Database","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005369685,0.0001295822,0.0002858835,0.0001378982,0.0003695032,0.0002729309,0.000184647,0.00009030628,0.0003994389],"category_scores_gemma":[0.007796973,0.0001067262,0.0001133958,0.0001964434,0.0002022617,0.0006468869,0.00005352652,0.0004074053,0.000006232136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326382,"about_ca_system_score_gemma":0.0002180324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001491476,"about_ca_topic_score_gemma":0.0001123166,"domain_scores_codex":[0.9978652,0.0007260141,0.0004578072,0.0001450396,0.0005037293,0.0003021957],"domain_scores_gemma":[0.9958048,0.003111866,0.0005680201,0.0000589288,0.000314892,0.0001415141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01084012,0.00100967,0.6024407,0.0001578162,0.0003550822,0.001439662,0.05655916,0.000012863,0.009954297,0.0002801206,0.0597041,0.2572464],"study_design_scores_gemma":[0.002685469,0.0006242615,0.6114138,0.003762282,0.0002636051,0.0002170595,0.1191377,0.0004762622,0.0004007687,0.0008236399,0.259118,0.001077054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8548828,0.0001694425,0.00001026504,0.0003470279,0.0003789969,0.0000777001,0.000006196972,0.00002280122,0.1441047],"genre_scores_gemma":[0.9942602,0.00002445631,0.0003253449,0.00004443445,0.0007425356,0.000001413087,9.087993e-7,0.00001448953,0.004586224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2561693,"threshold_uncertainty_score":0.9334269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647562262187831,"score_gpt":0.3111292136197475,"score_spread":0.2946535909978692,"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."}}