{"id":"W2099612900","doi":"10.1086/677840","title":"The Categorization of Time and Its Impact on Task Initiation","year":2014,"lang":"en","type":"article","venue":"Journal of Consumer Research","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Booth University College","funders":"","keywords":"Categorization; Task (project management); Psychology; Library science; Computer science; Data science; Information retrieval; Artificial intelligence; Management; Economics","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":[0.00415914,0.0005183778,0.0005051261,0.001132802,0.0009166228,0.003951072,0.0007638977,0.001180973,0.009760354],"category_scores_gemma":[0.05061625,0.0003787023,0.0006505496,0.0008515449,0.001069318,0.001752509,0.002029341,0.001795682,0.0008726597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435111,"about_ca_system_score_gemma":0.00102312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003421623,"about_ca_topic_score_gemma":0.002183182,"domain_scores_codex":[0.9958898,0.002015071,0.0002314605,0.0005752244,0.0008384892,0.0004498106],"domain_scores_gemma":[0.9131194,0.06416849,0.01124441,0.004012872,0.002333269,0.005121524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02056413,0.006413027,0.7068719,0.0005636315,0.0003894745,0.001156993,0.02159894,0.007584697,0.09736165,0.01332782,0.001581148,0.1225867],"study_design_scores_gemma":[0.0002382454,0.002706259,0.9622074,0.0001162491,0.0001594701,0.0002580824,0.006134223,0.009101025,0.005580394,0.01100619,0.002338933,0.0001534216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990196,0.0001552224,0.001186484,0.0001231069,0.00001864642,0.00003955116,0.00006604234,0.00003468741,0.008180237],"genre_scores_gemma":[0.9971578,0.00007703232,0.001345026,0.00003992533,0.000008741214,0.00005652653,0.0001108248,0.00004656829,0.001157564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009760354,"threshold_uncertainty_score":0.0326516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2159407105635714,"score_gpt":0.5187064700277652,"score_spread":0.3027657594641938,"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."}}