{"id":"W4253149630","doi":"10.1242/jcs.218008","title":"First person – Emily Herman","year":2018,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Photosynthetic Processes and Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Identification (biology); Library science; Ecology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008746768,0.001275445,0.001189241,0.001411378,0.008591835,0.007464468,0.001860373,0.005094742,0.1135281],"category_scores_gemma":[0.04433767,0.001011127,0.0004764426,0.0008247025,0.003486531,0.007806661,0.005790098,0.01114034,0.08688782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004836905,"about_ca_system_score_gemma":0.00882598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006259652,"about_ca_topic_score_gemma":0.01071324,"domain_scores_codex":[0.9874126,0.003800198,0.0004480591,0.002255423,0.004825112,0.001258573],"domain_scores_gemma":[0.9553694,0.004640184,0.001640404,0.001991861,0.01649931,0.01985878],"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":[0.00003258781,0.00004070622,0.0001500283,0.00005702117,0.000003502387,0.0002700814,0.001912809,0.00002669541,0.0003810811,0.002477321,0.982157,0.01249122],"study_design_scores_gemma":[0.000004816362,0.00001532816,0.0002474439,0.00006955217,0.000001044779,0.0003637447,0.002375932,0.00004094002,0.0001106617,0.000723323,0.9960278,0.00001942466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008141805,0.01861469,0.008426287,0.6594037,0.1288949,0.0004158067,0.001363822,0.002058415,0.1726805],"genre_scores_gemma":[0.04130794,0.004087868,0.004782703,0.2721013,0.007412956,0.0004575613,0.0003744242,0.001643834,0.6678314],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1135281,"threshold_uncertainty_score":0.3797894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008147442130259445,"score_gpt":0.2394957987274229,"score_spread":0.2313483565971634,"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."}}