{"id":"W4229662414","doi":"10.1002/wdev.232","title":"Cover Image, Volume 5, Issue 2","year":2016,"lang":"en","type":"paratext","venue":"Wiley Interdisciplinary Reviews Developmental Biology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cover (algebra); Image (mathematics); Volume (thermodynamics); Computer science; Artificial intelligence; Engineering; Physics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006722893,0.0009393542,0.00168052,0.0001299991,0.000616219,0.00002840409,0.001843343,0.001125793,0.712139],"category_scores_gemma":[0.00005027064,0.0006852562,0.0004326893,0.0002573466,0.00161311,0.0002364302,0.008476787,0.001082452,0.8226831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008476059,"about_ca_system_score_gemma":0.00009490632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005085043,"about_ca_topic_score_gemma":0.0001755371,"domain_scores_codex":[0.995154,0.001276819,0.001275971,0.001176701,0.0001078372,0.001008732],"domain_scores_gemma":[0.998076,0.0001757977,0.0006729604,0.0008285823,0.00002187512,0.0002247667],"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":[0.00008109791,0.0001151425,0.0001529546,0.0001099469,0.00008395143,0.000008571585,0.0003883532,8.142768e-7,0.01690701,0.000004353306,0.9642619,0.01788589],"study_design_scores_gemma":[0.0003277925,0.0003204898,0.000216716,0.0004701811,0.0000361838,0.0001371521,0.00003359722,0.000001934412,0.0002907063,0.0004235563,0.9968264,0.0009153602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002090518,0.006930246,0.0004370481,0.001552159,0.006840033,0.001626407,0.0007738804,0.00006846326,0.9796813],"genre_scores_gemma":[0.00151395,0.0310955,0.004224337,0.00404653,0.001024286,0.000519164,0.006265385,0.0001360827,0.9511748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1105441,"threshold_uncertainty_score":0.9995599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789775818119092,"score_gpt":0.3029395220173386,"score_spread":0.2850417638361477,"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."}}