{"id":"W3124511324","doi":"","title":"Productive Play Time: The Effect of Practice on Consumer Demand for Hedonic Experiences","year":2010,"lang":"en","type":"article","venue":"Murdoch Research Repository (Murdoch University)","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Consumption (sociology); Task (project management); Economics; Microeconomics; Affect (linguistics); Human capital; Marketing; Psychology; Business; Sociology","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":[0.002782244,0.0002488052,0.0004444922,0.001028307,0.001024008,0.003318213,0.001198206,0.001410031,0.0210246],"category_scores_gemma":[0.04264271,0.0003985239,0.0005898128,0.0008618527,0.001402285,0.001829146,0.001950523,0.001882813,0.0008657579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877006,"about_ca_system_score_gemma":0.001313373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009654967,"about_ca_topic_score_gemma":0.01784658,"domain_scores_codex":[0.9984396,0.0006727211,0.00007519974,0.0001646556,0.0003623179,0.000285464],"domain_scores_gemma":[0.9117762,0.06951819,0.005752672,0.002330546,0.0021968,0.008425669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01460111,0.01309621,0.8530436,0.0003244695,0.0005345719,0.001026517,0.02228018,0.001677382,0.005493177,0.00526377,0.001757243,0.08090179],"study_design_scores_gemma":[0.0003158205,0.001835172,0.9745208,0.00007530626,0.0001213293,0.0001647826,0.01637129,0.001942575,0.0004436357,0.002151653,0.002011169,0.00004642844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959572,0.00009834154,0.0001175358,0.000204644,0.000007104068,0.00002136184,0.00009736347,0.000007142729,0.003489248],"genre_scores_gemma":[0.9984455,0.00007418782,0.0001500409,0.00002946429,0.000005898266,0.00002416514,0.00007795991,0.000007638903,0.001185109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0210246,"threshold_uncertainty_score":0.07033432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07047580505367783,"score_gpt":0.3958676037019752,"score_spread":0.3253917986482974,"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."}}