{"id":"W3122668107","doi":"10.1093/jleo/ewac007","title":"Markets for Scientific Attribution","year":2022,"lang":"en","type":"article","venue":"The Journal of Law Economics and Organization","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Alfred P. Sloan Foundation","keywords":"Attribution; Interim; Quality (philosophy); Scientific publishing; Pareto principle; Positive economics; Publishing; Public relations; Economics; Sociology; Psychology; Political science; Epistemology; Social psychology; Law; Operations management; Philosophy","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02041414,0.0005310473,0.0009714424,0.001652276,0.002757792,0.009186959,0.002162386,0.006490237,0.0298625],"category_scores_gemma":[0.08171327,0.0005833402,0.0009022321,0.001460742,0.005355886,0.01097806,0.004141716,0.003513096,0.002681418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00401169,"about_ca_system_score_gemma":0.003537755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018842,"about_ca_topic_score_gemma":0.0007098135,"domain_scores_codex":[0.9879954,0.005888811,0.0006119652,0.001749264,0.002356271,0.001398276],"domain_scores_gemma":[0.9222191,0.04755147,0.01390045,0.007596239,0.005305731,0.003427011],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000861743,0.00008912828,0.002354317,0.0000598822,0.00002548284,0.0001571324,0.0004016134,0.007401803,0.0009580901,0.9705467,0.002725777,0.01519398],"study_design_scores_gemma":[0.00008369499,0.00005551069,0.001564101,0.00004121418,0.00001200553,0.00008677625,0.0003672153,0.02530046,0.0005376547,0.9642888,0.007629759,0.00003280136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3330915,0.00145617,0.3279425,0.0348538,0.0006710279,0.0005302573,0.0006952133,0.000581442,0.3001782],"genre_scores_gemma":[0.9805648,0.0002283388,0.008945836,0.0004138963,0.0002258827,0.0001752723,0.00005679393,0.00003858999,0.009350681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9983477,"threshold_uncertainty_score":0.1079616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3645518697973288,"score_gpt":0.4604129379619882,"score_spread":0.09586106816465939,"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."}}