{"id":"W3190323767","doi":"10.2172/1810522","title":"Lights, camera, commitment: Mick Greenbank’s 25 years as a Lab photographer","year":2021,"lang":"en","type":"report","venue":"","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; National Nuclear Security Administration; U.S. Department of Energy","keywords":"Trustworthiness; Paging; Quarter (Canadian coin); Visual arts; Computer graphics (images); Computer science; Engineering; Art; Internet privacy; History; Operating system; Archaeology","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":[0.0005363988,0.0006833727,0.001617322,0.0005212504,0.00005084957,0.0001174093,0.0003245574,0.0005019747,0.008592915],"category_scores_gemma":[0.0005776995,0.0005665438,0.0005978365,0.0007139975,0.0003452591,0.0001120307,0.0002498071,0.001163718,0.001043119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004328956,"about_ca_system_score_gemma":0.002317752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004347886,"about_ca_topic_score_gemma":0.0002461798,"domain_scores_codex":[0.9950371,0.00005887438,0.0008857878,0.0009674008,0.002371166,0.0006796225],"domain_scores_gemma":[0.9965189,0.000115742,0.0003325731,0.001548325,0.0009511029,0.0005333485],"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":[0.00003819823,0.0004949094,0.008772663,0.0007881345,0.0012332,0.007967205,0.00016982,7.903221e-8,0.0002179908,0.00006860938,0.9585485,0.02170068],"study_design_scores_gemma":[0.001626866,0.0003354881,0.005581878,0.002705603,0.000996287,0.003040697,0.0002511716,0.000003308292,0.0005137271,0.00007168474,0.9843355,0.0005378324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007694677,0.01216016,0.00002474031,0.002060118,0.002520091,0.001079748,0.00005811959,0.0003913222,0.974011],"genre_scores_gemma":[0.01806343,0.006473253,0.002424288,0.009414085,0.002102254,0.0001338402,0.00223167,0.0003398016,0.9588174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02578695,"threshold_uncertainty_score":0.9997347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147825185828913,"score_gpt":0.3267063614261915,"score_spread":0.2952281095679024,"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."}}