{"id":"W4416596864","doi":"10.5256/f1000research.15436.d208308","title":"Dataset","year":2018,"lang":"it","type":"dataset","venue":"Faculty of 1000 Research Ltd","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"","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":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.02479885,0.001701118,0.002605577,0.003757654,0.001338519,0.000726424,0.01162105,0.002164278,0.05105354],"category_scores_gemma":[0.01088031,0.00163836,0.000600464,0.004781228,0.009964706,0.0007988473,0.008569714,0.006929055,0.5583381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592656,"about_ca_system_score_gemma":0.004129757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01635426,"about_ca_topic_score_gemma":0.002338869,"domain_scores_codex":[0.9682071,0.005891411,0.002425768,0.00345681,0.01495916,0.005059736],"domain_scores_gemma":[0.9760893,0.001896837,0.001231897,0.009813197,0.008965742,0.002003041],"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":[0.001216506,0.00192091,0.00004668225,0.002442766,0.0009707622,0.0004226178,0.0001594505,0.000002514413,0.001787329,0.00002641856,0.9907386,0.0002654961],"study_design_scores_gemma":[0.002001537,0.002030186,0.0003015355,0.002018342,0.0002362244,0.00006155289,0.0003102897,0.00002951827,0.003218096,0.0000949461,0.9883081,0.001389707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00029431,0.0004761906,0.000001191041,0.001303458,0.0004524973,0.002332044,0.9939494,0.00007378142,0.001117152],"genre_scores_gemma":[0.00005640762,0.0007903766,0.0004081945,0.00006880811,0.001963395,0.0001682724,0.9800521,0.0004434656,0.01604901],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5072846,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120239052143141,"score_gpt":0.4407730336454019,"score_spread":0.3287491284310878,"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."}}