{"id":"W4213267157","doi":"10.29173/comp39","title":"Diversipede (May 2012) Volume 1, Number 2: FULL TEXT","year":2012,"lang":"en","type":"article","venue":"COMPASS","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Volume (thermodynamics); Physics; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001069652,0.001188353,0.001031603,0.004274617,0.001689869,0.01031896,0.001817841,0.001982109,0.645229],"category_scores_gemma":[0.004651925,0.0004504577,0.0006550518,0.00406321,0.0007244391,0.003592998,0.002759946,0.002102217,0.4526388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874417,"about_ca_system_score_gemma":0.002807184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004430407,"about_ca_topic_score_gemma":0.007660758,"domain_scores_codex":[0.9992112,0.00006345771,0.00003957203,0.0001125528,0.0004665611,0.0001066437],"domain_scores_gemma":[0.9968244,0.0004088889,0.0001797773,0.0003084445,0.001347499,0.000930977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002234328,0.00001629753,0.0000757974,0.00006757853,0.000002239511,0.00002000529,0.000005535863,0.00002890613,0.00007860934,0.0007047911,0.9796631,0.01931487],"study_design_scores_gemma":[0.00001676513,0.00001684213,0.0004362639,0.0001056664,0.000003250885,0.00003020042,0.00002060187,0.00006652065,0.0001680984,0.0007157341,0.9984125,0.000007614315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00161165,0.007318161,0.002059969,0.01328416,0.063857,0.0003334132,0.01954574,0.005184892,0.8868051],"genre_scores_gemma":[0.002978035,0.002259058,0.0006303292,0.001625769,0.006915402,0.00008854252,0.008069641,0.002092555,0.9753407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.354771,"threshold_uncertainty_score":0.5060378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04914624511610745,"score_gpt":0.2231943919365169,"score_spread":0.1740481468204095,"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."}}