{"id":"W6930738384","doi":"10.5281/zenodo.1460984","title":"FORCE2018: Revolutionizing scholarly writing with Manubot","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"14-3-3 protein interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Upload; Identifier; Web page; Privilege (computing); Key (lock)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000391433,0.0001151839,0.00007718437,0.0001009429,0.002118447,0.0007149868,0.0005294942,0.00007161373,0.00252882],"category_scores_gemma":[0.0004954363,0.000117802,0.0000361143,0.0002431438,0.0002052864,0.0000586236,0.00062847,0.0002006304,0.002983789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006222147,"about_ca_system_score_gemma":0.000005437347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001436548,"about_ca_topic_score_gemma":0.000001554058,"domain_scores_codex":[0.9987848,0.0001492238,0.0001684912,0.0003872968,0.0002062098,0.0003040111],"domain_scores_gemma":[0.9984254,0.00000512725,0.00008496588,0.0004503421,0.000921883,0.000112258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003102045,0.0001366955,0.00009057774,0.00005093983,0.0001370097,0.00001074175,0.0004397451,0.00002402918,0.7881743,0.002925673,0.1598322,0.04786779],"study_design_scores_gemma":[0.0003830182,0.0007015915,0.0006872038,0.00004552012,0.0000110666,0.0002546802,0.0002536414,0.00006436707,0.03338736,0.00005789071,0.9639801,0.0001736025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5578656,0.0003111976,0.07902126,0.001274533,0.0002437411,0.0009654943,0.0001572756,0.000745885,0.359415],"genre_scores_gemma":[0.9931555,0.00003030125,0.002504624,0.0001940089,0.0005830582,1.112345e-7,0.0006429879,0.0007410811,0.002148325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8041478,"threshold_uncertainty_score":0.9991807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666812581791574,"score_gpt":0.2542160131830757,"score_spread":0.22754788736516,"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."}}