{"id":"W6907635797","doi":"10.25446/oxford.16885735","title":"Glass bell beaker","year":2021,"lang":"en","type":"other","venue":"University of Oxford","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beaker; Residuum; Iridescence; Quarter (Canadian coin); Glass industry; Porch","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005159687,0.0001932534,0.000361371,0.0003101598,0.00004329833,0.00000487836,0.000385088,0.0003090899,0.04527945],"category_scores_gemma":[0.000009393943,0.0002607885,0.0001859568,0.0002428662,0.000176601,0.00002820443,0.0002326448,0.000174907,0.001057753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027537,"about_ca_system_score_gemma":0.000120717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177081,"about_ca_topic_score_gemma":0.003071922,"domain_scores_codex":[0.9991254,0.00004429871,0.00006625028,0.0003035442,0.0002551149,0.0002053552],"domain_scores_gemma":[0.9991543,0.0000156598,0.0002204669,0.0004636187,0.00005959861,0.00008641538],"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":[0.00002058637,0.00006542378,0.0006511688,0.00009619525,0.0002140845,0.0001761222,0.0001137416,0.000001531823,0.0001403073,0.0005593821,0.9975908,0.0003706778],"study_design_scores_gemma":[0.0005315393,0.00001942603,0.0004085107,0.0002160989,0.0001159211,0.000003542491,0.0003325559,0.000006931325,0.00003110418,0.00001218862,0.9980859,0.0002362572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003671631,0.0004535275,0.0001286792,0.0000427522,0.0001599054,0.000131519,0.000431435,0.0001730079,0.998112],"genre_scores_gemma":[0.0002682409,0.0002073268,0.002534776,0.00001555837,0.00007043847,2.040675e-8,0.0002802745,0.0003597958,0.9962636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0442217,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283422454717233,"score_gpt":0.1973161507709896,"score_spread":0.1844819262238173,"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."}}