{"id":"W4240169228","doi":"10.29173/bluejay5722","title":"Notes and letters","year":2005,"lang":"en","type":"article","venue":"Blue Jay","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004669175,0.00004939514,0.00009200578,0.00002665161,0.00002819328,0.000009614818,0.00001677206,0.00002276791,0.0000896253],"category_scores_gemma":[0.00002777192,0.0000376789,0.00002655109,0.00002684691,0.00005580964,0.00003679785,0.000008850273,0.0000460957,0.00007081459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007672444,"about_ca_system_score_gemma":0.000006499243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005675032,"about_ca_topic_score_gemma":0.000004307177,"domain_scores_codex":[0.9996887,0.000004751071,0.00007378671,0.00007363106,0.00007236603,0.00008672474],"domain_scores_gemma":[0.9998087,0.00002285605,0.00001224518,0.00009812597,0.000007793956,0.00005026728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003457355,0.0004854414,0.241946,0.0005422617,0.0004158587,0.0001505469,0.01257072,0.00003635515,0.147305,0.03439023,0.03202914,0.5297827],"study_design_scores_gemma":[0.004165006,0.0003160287,0.6175621,0.000200656,0.0002865134,0.0003799637,0.0004605857,0.0006650107,0.0837954,0.0005418654,0.2912017,0.0004251638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879271,0.0002752983,0.0004769186,0.006706393,0.00002541216,0.00007633232,0.000001815456,0.00003898103,0.004471724],"genre_scores_gemma":[0.9932177,0.00001214659,0.004353378,0.001959048,0.0001972719,0.000002778357,0.000003387844,0.000006932003,0.0002473547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5293576,"threshold_uncertainty_score":0.1536501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238888992189133,"score_gpt":0.2566728692787958,"score_spread":0.2442839793569045,"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."}}