{"id":"W3211334449","doi":"10.1233/foo.bar","title":"Magnum XT ME Reviews - is Magnum XT Pills Work?","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnum opus; Pill; Work (physics); Medicine; Computer science; Engineering; Pharmacology; Mechanical engineering; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006091072,0.0002288276,0.0002562746,0.0002540557,0.001175892,0.003297482,0.001180868,0.00008199422,0.05224784],"category_scores_gemma":[0.001633448,0.0002339776,0.0000789128,0.002424138,0.0001633376,0.001799635,0.001692255,0.0003420728,0.09826201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000635648,"about_ca_system_score_gemma":0.00000327934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001722064,"about_ca_topic_score_gemma":8.68802e-8,"domain_scores_codex":[0.9980266,0.00005660233,0.0005244303,0.0005085205,0.0004601085,0.0004237582],"domain_scores_gemma":[0.9984137,0.00001526895,0.0003008428,0.0004402483,0.0007649421,0.00006503057],"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":[0.00003581062,0.00005318286,0.00004132881,0.0001614442,0.00001876873,0.000007800605,0.000284135,0.000006133358,0.0003494508,0.01251339,0.9427961,0.04373245],"study_design_scores_gemma":[0.0003201119,0.00003616841,0.0003119027,0.00006737705,0.00001748575,0.000005440981,0.0003887947,0.0001208447,0.000114794,0.0003656433,0.9979886,0.0002628056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01372789,0.0003174924,0.002070718,0.03424603,0.0004808564,0.001273421,0.0001289511,0.002366142,0.9453885],"genre_scores_gemma":[0.9040199,0.000328865,0.0006249796,0.05545036,0.006000829,7.119351e-7,0.005186119,0.005350757,0.02303751],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.922351,"threshold_uncertainty_score":0.9977372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006981251257124,"score_gpt":0.2435546261728072,"score_spread":0.1428565010470948,"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."}}