{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005889969,0.002319506,0.001640998,0.004609633,0.001262381,0.002367794,0.002246142,0.002357671,0.1106509],"category_scores_gemma":[0.004492034,0.0006582224,0.001082166,0.006269424,0.0003819486,0.001419191,0.002236953,0.001359383,0.10095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136557,"about_ca_system_score_gemma":0.002405051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04644086,"about_ca_topic_score_gemma":0.112487,"domain_scores_codex":[0.9994103,0.00006367594,0.00006524593,0.0002344343,0.0001091375,0.0001172444],"domain_scores_gemma":[0.9984667,0.0003576615,0.0002395217,0.0002629794,0.0005038686,0.0001693467],"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":[0.00007527632,0.00001207864,0.001742917,0.002231024,0.00004862695,0.00003365314,0.00003532083,0.0001361722,0.0002659778,0.0002754781,0.9923258,0.002817564],"study_design_scores_gemma":[0.0001293577,0.00001134348,0.008599184,0.0007524155,0.00005960577,0.00006769857,0.00009267259,0.00009640653,0.0002400281,0.0004732285,0.9894553,0.00002272513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000119317,0.0002076059,0.0000318469,0.0000236273,0.00002093243,0.000008366828,0.9989467,0.0001215547,0.0005201236],"genre_scores_gemma":[0.0004500882,0.0001048691,0.0001839257,0.00004270061,0.000007301806,0.00005781437,0.9984992,0.00004537616,0.0006087094],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1106509,"threshold_uncertainty_score":0.3701642,"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."}}