{"id":"W4394540184","doi":"10.6084/m9.figshare.20259756","title":"Plankton Objects","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plankton; Environmental science; Geology; Oceanography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000298566,0.0001847392,0.0001820616,0.00006361608,0.0001648769,0.0001121838,0.0005256222,0.00006136904,0.9887633],"category_scores_gemma":[0.00003783313,0.0001750478,0.0001092412,0.0001602833,0.000003813322,0.00008209253,0.0002392895,0.0003797225,0.008589556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002037945,"about_ca_system_score_gemma":0.0002303362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003024106,"about_ca_topic_score_gemma":0.00001626547,"domain_scores_codex":[0.999018,0.0000292612,0.0001248062,0.000294916,0.0002671208,0.0002659269],"domain_scores_gemma":[0.9993418,0.00005120295,0.0001287047,0.000375845,0.00001570358,0.00008671848],"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":[0.000002784609,0.00001898827,0.000002206641,0.00001934192,0.00001229699,0.000008309946,0.000007242099,0.000007986278,3.813175e-7,0.000001737716,0.9997314,0.0001873428],"study_design_scores_gemma":[0.00009937765,0.00002850092,0.000007044132,0.0001329602,0.000009302784,5.527359e-7,0.00005868346,0.000001551458,0.00001910884,0.00003261704,0.9993996,0.0002107242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00000108444,0.00003111222,1.276041e-8,0.00001716882,0.0003561036,0.0001478462,0.9959798,0.00001879458,0.003448013],"genre_scores_gemma":[0.00002768539,4.907508e-7,0.000001057168,0.0001070791,0.001008027,0.0002493273,0.9980897,0.00001020565,0.0005064107],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9801737,"threshold_uncertainty_score":0.9921824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307707790055325,"score_gpt":0.2758636102990749,"score_spread":0.2427865323985216,"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."}}