{"id":"W2544595328","doi":"","title":"MOD hits the ground running","year":2014,"lang":"en","type":"article","venue":"Australia's Paydirt","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Drilling; Engineering; Operations management; Management; Operations research; Archaeology; Geography; Mechanical engineering; Economics","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002243575,0.0001201668,0.0001684265,0.00004695979,0.0001430758,0.0000125473,0.0001420028,0.001420766,0.0002840373],"category_scores_gemma":[0.000050595,0.00007037284,0.00007594273,0.0001624356,0.000184563,0.0000366059,0.00003786321,0.001784895,0.0004854633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001523148,"about_ca_system_score_gemma":0.00001409958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008240432,"about_ca_topic_score_gemma":0.000006416853,"domain_scores_codex":[0.9992357,0.00002342961,0.0001579311,0.0001889943,0.0001287993,0.0002650745],"domain_scores_gemma":[0.9994174,0.00004673373,0.0000449142,0.0003963374,0.00002909233,0.00006551949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005461924,0.0007032606,0.1106427,0.0003094413,0.001571167,0.0004182413,0.002105364,0.000111203,0.07721575,0.4386228,0.30305,0.06470384],"study_design_scores_gemma":[0.002439178,0.0006589863,0.3140245,0.0002392483,0.0004532484,0.0008050108,0.0003379023,0.0004238387,0.02985397,0.004493242,0.645813,0.0004578828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932529,0.0001489509,0.000381882,0.05594119,0.0005004299,0.0002084949,0.000001003194,0.0002161519,0.01007293],"genre_scores_gemma":[0.9791508,0.00005648446,0.000296713,0.001613721,0.0001782242,0.000008220471,0.000006839649,0.00001292662,0.01867611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4341295,"threshold_uncertainty_score":0.9998756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059793954410606,"score_gpt":0.2929829210560172,"score_spread":0.2623849815119111,"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."}}