{"id":"W2887629664","doi":"10.15273/pnsis.v49i2.8166","title":"One plus One equals One","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001658362,0.0001294897,0.0004648442,0.0003652654,0.000397637,0.0001061414,0.001559049,0.00005056617,0.0007492142],"category_scores_gemma":[0.0005218658,0.0001318149,0.00010298,0.001333422,0.006765981,0.001232324,0.0006767843,0.00009733415,0.0009988273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473887,"about_ca_system_score_gemma":0.0001032431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003237757,"about_ca_topic_score_gemma":0.00001979957,"domain_scores_codex":[0.9981729,8.132691e-7,0.0006786072,0.0005618851,0.000179757,0.0004060814],"domain_scores_gemma":[0.9984612,0.00001057235,0.0007974143,0.0002700366,0.0003703582,0.0000903719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004138397,0.0002969074,0.006758044,0.0001880641,0.0001127093,7.365563e-8,0.004032292,0.00002365754,0.01880657,0.9508132,0.01788208,0.001045013],"study_design_scores_gemma":[0.004780601,0.0009417824,0.1047737,0.001907343,0.0001608061,0.00001105953,0.004624558,0.002706809,0.516219,0.1576149,0.2039377,0.002321859],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.546092,0.0001626184,0.0001061747,0.0007062588,0.009635876,0.0002713491,0.00008391017,0.00002339539,0.4429184],"genre_scores_gemma":[0.9777187,0.00004163097,0.004583147,0.0001304946,0.0001522216,0.000003392009,2.552726e-7,0.00000809334,0.01736214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7931983,"threshold_uncertainty_score":0.999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072861038595431,"score_gpt":0.2464823846361471,"score_spread":0.139196280776604,"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."}}