{"id":"W4367626055","doi":"10.29173/eureka28787","title":"Featured Research Images","year":2023,"lang":"en","type":"article","venue":"Eureka","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Stars; Degranulation; Art; Art history; Engineering; Biology; Computer science; Computer vision","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006269227,0.001454202,0.0009944765,0.003096555,0.001240615,0.004125291,0.001854656,0.002805207,0.7452883],"category_scores_gemma":[0.00312882,0.0006612354,0.001267905,0.002976036,0.0004235719,0.002097258,0.002140865,0.002524998,0.4294077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285594,"about_ca_system_score_gemma":0.001414719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002838332,"about_ca_topic_score_gemma":0.00669431,"domain_scores_codex":[0.9992405,0.00004918449,0.00002901927,0.0001210187,0.0004394113,0.0001207894],"domain_scores_gemma":[0.9972589,0.0004427713,0.0001633433,0.0001825806,0.00114951,0.0008029321],"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":[0.00002580683,0.00001622428,0.00002163215,0.0001189378,0.000001587851,0.00003884178,0.000006073136,0.00002941257,0.0004177374,0.0002641934,0.9814624,0.01759714],"study_design_scores_gemma":[0.00002401674,0.00002183306,0.0002994911,0.00005990147,0.000003356643,0.0001181947,0.00001945131,0.00006810108,0.0003213683,0.0004020373,0.9986537,0.000008576917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001117868,0.01002528,0.006097979,0.01965638,0.1312982,0.0008613457,0.04306761,0.01153503,0.7763403],"genre_scores_gemma":[0.004177904,0.00464555,0.004726485,0.007047319,0.023401,0.0003604408,0.02167053,0.002032113,0.9319388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7452883,"threshold_uncertainty_score":0.3633153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081933972759238,"score_gpt":0.4147068257025321,"score_spread":0.3838874859749397,"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."}}