{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005656813,0.001084912,0.0004460742,0.001155592,0.003175136,0.002996097,0.0008239151,0.001464306,0.3241156],"category_scores_gemma":[0.0007423575,0.0003816945,0.0005192752,0.0007268583,0.0007463653,0.001501857,0.002819132,0.002120891,0.0969094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066859,"about_ca_system_score_gemma":0.001255531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874336,"about_ca_topic_score_gemma":0.006899181,"domain_scores_codex":[0.9996223,0.00003891729,0.00001623032,0.00009646858,0.0001518615,0.0000742463],"domain_scores_gemma":[0.999465,0.00005845136,0.00002527887,0.00004309884,0.0002326784,0.0001754905],"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":[0.0001518608,0.00005353763,0.0006555782,0.0003874301,0.000006235313,0.0004690237,0.0007762105,0.0000784368,0.002061571,0.003823175,0.9554353,0.03610174],"study_design_scores_gemma":[0.000003851533,0.00002899265,0.000844298,0.00007358096,0.000002390758,0.0002125101,0.0005459954,0.00001524536,0.0002471987,0.0002993976,0.9977223,0.000004064365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01368588,0.01389692,0.0009465159,0.02132752,0.1179764,0.0005411524,0.00300008,0.0005641592,0.8280613],"genre_scores_gemma":[0.01612176,0.002975571,0.0005035723,0.001569411,0.008701232,0.00006654519,0.0008242298,0.0002071091,0.9690307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3241156,"threshold_uncertainty_score":0.964067,"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."}}