{"id":"W2802175611","doi":"10.1111/aphw.12126","title":"Comparing Types of Financial Incentives to Promote Walking: An Experimental Test","year":2018,"lang":"en","type":"article","venue":"Applied Psychology Health and Well-Being","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"University of Minnesota","keywords":"Incentive; Test (biology); Business; Finance; Psychology; Economics; Microeconomics","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":[0.004134484,0.00135249,0.001624559,0.0006243858,0.0007079412,0.001220899,0.00180645,0.002033968,0.008381293],"category_scores_gemma":[0.01523436,0.001292654,0.0010258,0.0004580279,0.001617944,0.00117743,0.001379123,0.002717703,0.0007315114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007940494,"about_ca_system_score_gemma":0.001174127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000781196,"about_ca_topic_score_gemma":0.0009737901,"domain_scores_codex":[0.9959572,0.001328897,0.000673698,0.0008764029,0.0008237084,0.0003400494],"domain_scores_gemma":[0.9772362,0.01576865,0.003219286,0.001824989,0.0007514009,0.00119954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4091243,0.4442585,0.01041742,0.0015037,0.0008253565,0.0001729655,0.001797955,0.002183311,0.08106608,0.001219094,0.0009932617,0.04643808],"study_design_scores_gemma":[0.06264041,0.8463341,0.06408595,0.00009936234,0.0008547678,0.00006595418,0.00038774,0.005262063,0.01626028,0.001247416,0.002627154,0.0001347585],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943365,0.00005080467,0.0008040621,0.00005174385,0.0001057955,0.003476403,0.000223373,0.00003296437,0.0009181303],"genre_scores_gemma":[0.9434632,0.0002003374,0.01537586,0.000332419,0.0002299053,0.03513834,0.0005939078,0.00005150062,0.004614472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008381293,"threshold_uncertainty_score":0.02803826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04359569959764829,"score_gpt":0.4146579893463634,"score_spread":0.3710622897487151,"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."}}