{"id":"W2967278765","doi":"10.2139/ssrn.3233955","title":"Needs Versus Wants: Which Motivates More Effort?","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Computer science","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":[0.003742657,0.0003241409,0.000463224,0.0005933605,0.0009415922,0.003525452,0.0004731471,0.00252584,0.01169126],"category_scores_gemma":[0.01749911,0.0003171089,0.0003680252,0.0005051979,0.001520212,0.002026927,0.001162676,0.001472861,0.0009935579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005482017,"about_ca_system_score_gemma":0.001060786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005337503,"about_ca_topic_score_gemma":0.001830899,"domain_scores_codex":[0.9980881,0.001016787,0.0000660193,0.000185486,0.0002975475,0.0003460649],"domain_scores_gemma":[0.982268,0.009184611,0.002655313,0.0008633514,0.0009413961,0.004087345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002910293,0.008193075,0.5820673,0.001498427,0.000629317,0.001530456,0.0111655,0.001813967,0.0185772,0.1134603,0.01081081,0.2473435],"study_design_scores_gemma":[0.0006445765,0.00174174,0.6726322,0.0006656886,0.0007177732,0.001218549,0.02851505,0.01059631,0.004311583,0.2546046,0.0241861,0.0001660051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126893,0.0006448926,0.003597131,0.01136156,0.0001503204,0.00008124022,0.00009485118,0.00003938521,0.07134122],"genre_scores_gemma":[0.9955037,0.0001695,0.001625132,0.0007939469,0.00005367963,0.0000276152,0.00002952846,0.00002885032,0.001768158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169126,"threshold_uncertainty_score":0.03911108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06626153073602628,"score_gpt":0.3817021072163659,"score_spread":0.3154405764803396,"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."}}