{"id":"W4205635109","doi":"10.1088/1755-1315/935/1/011002","title":"Peer review declaration","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Declaration; Library science; Publishing; Presentation (obstetrics); Originality; CLARITY; Peer review; Political science; Medicine; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.09971035,0.002742916,0.00431844,0.007962598,0.006132582,0.02886976,0.009538149,0.01202695,0.149943],"category_scores_gemma":[0.4483981,0.001811055,0.002838569,0.006948558,0.007492617,0.01151242,0.009565076,0.01730136,0.1462425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005553848,"about_ca_system_score_gemma":0.06266594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188843,"about_ca_topic_score_gemma":0.001813492,"domain_scores_codex":[0.816018,0.05741031,0.03101475,0.02046972,0.06891812,0.006168943],"domain_scores_gemma":[0.3556129,0.07115553,0.03065584,0.07880442,0.4435359,0.02023538],"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":[0.0001451764,0.00004756064,0.000248155,0.003060665,0.00007852208,0.0003142663,0.001413784,0.00008625213,0.0005178663,0.01329285,0.9201717,0.06062328],"study_design_scores_gemma":[0.000042595,0.00002426897,0.0002291942,0.003502416,0.00003338509,0.0003339845,0.0005271622,0.00009459158,0.0002573577,0.004617034,0.9903032,0.00003490998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003035917,0.02843907,0.06576792,0.2267697,0.4304974,0.02206139,0.02450695,0.006352583,0.1925691],"genre_scores_gemma":[0.05167014,0.03639156,0.1791673,0.1085286,0.1517809,0.048198,0.0405491,0.01484013,0.3688744],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.850057,"threshold_uncertainty_score":0.527325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378564649529951,"score_gpt":0.2093839419331165,"score_spread":0.1715274769801214,"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."}}