{"id":"W7055157939","doi":"","title":"Bongripper 2015.12.12","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Zoom; Face (sociological concept); Fading","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":[0.00009644924,0.0003146158,0.0003361522,0.00006184459,0.00007117627,0.00007231101,0.0004304117,0.0003941555,0.2517677],"category_scores_gemma":[0.00002792256,0.00031527,0.0001293796,0.000002489129,0.00008922234,2.165476e-7,0.00004899396,0.0002427,0.02537033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003827138,"about_ca_system_score_gemma":0.00001658477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587637,"about_ca_topic_score_gemma":0.001311885,"domain_scores_codex":[0.9989614,0.0000157537,0.0003608259,0.0001408579,0.000252331,0.0002688098],"domain_scores_gemma":[0.9989088,0.00003429404,0.0002433212,0.0006452444,0.00004868234,0.0001196367],"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":[0.000006026204,0.00001291898,7.158513e-7,0.0003152371,0.00006140769,0.00000492011,0.00003438052,0.0005770093,0.000001043715,0.00002152807,0.9975913,0.001373579],"study_design_scores_gemma":[0.0002756726,0.00002241676,0.000005362452,0.0001932598,0.0000448377,0.00002337891,0.00001044401,0.0001440072,0.0000201656,0.000008100751,0.9989104,0.0003419885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002027987,0.0004582723,0.000005031005,0.00009943928,0.0003466523,0.0003645637,0.0002330857,0.0005144934,0.9979764],"genre_scores_gemma":[0.0002933423,0.0006080064,0.0008311068,0.00008512264,0.000251634,0.00003980365,0.0002181671,0.0001758473,0.997497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2263974,"threshold_uncertainty_score":0.99993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006620947189779574,"score_gpt":0.1834420082541415,"score_spread":0.1768210610643619,"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."}}