{"id":"W6958589152","doi":"10.6084/m9.figshare.25623756","title":"Poster of Jebel Khalid Volume 7: The Metals","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Machine Learning and Data Classification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ornaments; Quarter (Canadian coin); Period (music); Narrative; Horizon; Indian ocean","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":[0.00007152372,0.0001343072,0.0001512939,0.0001017615,0.00001879463,0.0001372401,0.001181981,0.000116183,0.1556033],"category_scores_gemma":[0.0002111685,0.00008557843,0.00008449381,0.0001933699,0.000006378387,0.00005879925,0.0004023162,0.0002147213,0.02699529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000775129,"about_ca_system_score_gemma":0.00004174235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003748102,"about_ca_topic_score_gemma":0.00001211475,"domain_scores_codex":[0.999166,0.00006524938,0.0001362805,0.0003057209,0.0002139376,0.0001128424],"domain_scores_gemma":[0.9987549,0.00004091611,0.0001781295,0.0009682435,0.0000298758,0.00002793143],"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":[1.605958e-7,0.000004735668,0.000001104753,0.0001969155,0.00002205986,0.000002581502,0.00004662272,3.092284e-7,0.000002919272,0.0004318864,0.9956595,0.003631227],"study_design_scores_gemma":[0.00002284407,0.00001044284,0.00008605659,0.001008292,0.000009816642,0.000004941779,0.000001783345,0.0009112243,0.00001642935,0.00006610815,0.9977626,0.00009951503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.897227e-8,0.004033899,0.0002355314,0.001378317,0.0002387724,0.0002035417,0.1645973,0.0003642036,0.8289484],"genre_scores_gemma":[0.0002285532,0.000005572875,0.0003678417,0.0002104321,0.0002126014,0.00006003424,0.04219213,0.0001227572,0.9566001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.128608,"threshold_uncertainty_score":0.9737623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370132875390638,"score_gpt":0.2805457675612982,"score_spread":0.2435324800222344,"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."}}