{"id":"W4409059749","doi":"10.2139/ssrn.5178085","title":"Disclosure Volume","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Volume (thermodynamics); Business; Computer science; Physics; Thermodynamics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191927,0.0005008844,0.0007179853,0.002434889,0.0009110473,0.004314182,0.0007085185,0.002267712,0.5138698],"category_scores_gemma":[0.007905541,0.0002715976,0.0003437397,0.001859641,0.0003619689,0.001349382,0.001247771,0.001810923,0.4191387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009411501,"about_ca_system_score_gemma":0.001254433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004589225,"about_ca_topic_score_gemma":0.0009439699,"domain_scores_codex":[0.9984736,0.0001824095,0.0001191597,0.0002830224,0.000811622,0.0001302285],"domain_scores_gemma":[0.9964362,0.001099753,0.0002940515,0.0007559618,0.0009538999,0.0004600207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004287246,0.00003231874,0.0003033869,0.000125896,0.000006353162,0.00004498522,0.00001891629,0.00008022993,0.0003336876,0.009013335,0.9235986,0.06639921],"study_design_scores_gemma":[0.00001367511,0.00001682048,0.001053325,0.000112839,0.000004192974,0.00008334802,0.00001805531,0.0002073582,0.0003296654,0.004770425,0.9933835,0.000006811298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00197252,0.001977805,0.001201839,0.009653528,0.01229929,0.0001996899,0.01973153,0.000679975,0.9522837],"genre_scores_gemma":[0.008381807,0.000915358,0.0004108126,0.002770918,0.003960355,0.0001456091,0.005564697,0.000215748,0.9776347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5138698,"threshold_uncertainty_score":0.6934057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585297402399871,"score_gpt":0.2231751326418392,"score_spread":0.2073221586178405,"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."}}