{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01464006,0.00005996353,0.0002050068,0.0004450382,0.0001961884,0.0002899271,0.0004462542,0.0000517396,0.0001060131],"category_scores_gemma":[0.008823435,0.00002956641,0.00007925454,0.000391528,0.0001224561,0.0002725989,0.0000665543,0.0002890843,0.0001969722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004310574,"about_ca_system_score_gemma":0.0001712875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007853344,"about_ca_topic_score_gemma":0.000005385505,"domain_scores_codex":[0.9970805,0.000632952,0.0006600415,0.0001137777,0.001353146,0.0001595661],"domain_scores_gemma":[0.9909449,0.006528767,0.0004733717,0.000227348,0.001718419,0.0001072346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005188432,0.0001024396,0.01477714,0.000002414633,0.00002916024,0.000005916777,0.0003323594,0.000430418,0.007370515,0.0008417601,0.01078541,0.9648036],"study_design_scores_gemma":[0.004392795,0.007570973,0.2914009,0.0004027543,0.00008058073,0.0003835817,0.001173745,0.05413111,0.01942937,0.5074282,0.113,0.0006059785],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997851,0.0002548379,0.0001284212,0.000601808,0.0001302424,0.00006827923,0.000004959382,0.000001492963,0.0009590306],"genre_scores_gemma":[0.9994966,0.0001809051,0.00002652563,0.00001499741,0.0000587321,5.222516e-7,4.048575e-7,0.000005263464,0.0002160369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9641976,"threshold_uncertainty_score":0.9995257,"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."}}