{"id":"W2982009853","doi":"10.1016/j.socec.2019.101481","title":"Public good production in heterogeneous groups: An experimental analysis on the relation between external return and information","year":2019,"lang":"en","type":"article","venue":"Journal of Behavioral and Experimental Economics","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Osaka University","keywords":"Production (economics); Relation (database); Econometrics; Microeconomics; Economics; Computer science; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.0006301891,0.0001671809,0.0003391933,0.0003071625,0.0002836733,0.0002704849,0.0001688393,0.0001022999,0.00007089642],"category_scores_gemma":[0.000006428945,0.0001423493,0.0001076718,0.0001468149,0.0001960989,0.00311695,0.00007336577,0.000204099,0.000006268197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334828,"about_ca_system_score_gemma":0.00004080668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004779028,"about_ca_topic_score_gemma":0.0002403241,"domain_scores_codex":[0.9986792,0.0001272903,0.0006163135,0.0002010701,0.0001527588,0.0002233762],"domain_scores_gemma":[0.9991682,0.00003231359,0.0004740795,0.0001383755,0.00004164376,0.0001454051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000262083,0.0006189736,0.9295943,0.000003615273,0.0001139519,0.000003384372,0.04603863,0.0002029654,0.01477462,0.005597942,0.000009810076,0.002779774],"study_design_scores_gemma":[0.005093691,0.007320733,0.3953244,0.0001271503,0.0005424903,0.0001127088,0.339589,0.0009469625,0.2460898,0.00134854,0.001743542,0.001761014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980801,0.000391219,0.000001144955,0.000500106,0.0003111797,0.0003107396,0.000006227532,0.000009306336,0.0003899645],"genre_scores_gemma":[0.9994415,0.000139729,0.0001235715,0.00009631023,0.0001476824,0.00001391614,0.000008608517,0.000009785673,0.00001887354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5342699,"threshold_uncertainty_score":0.5804836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04999031189291721,"score_gpt":0.3109123186870901,"score_spread":0.2609220067941729,"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."}}