{"id":"W4416597356","doi":"10.5256/f1000research.12404.d174934","title":"20170729_comp27_LINKS.csv","year":2017,"lang":"en","type":"dataset","venue":"Faculty of 1000 Research Ltd","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","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":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.009779193,0.0008287394,0.001568729,0.00188834,0.001210123,0.0005783551,0.009265719,0.001357469,0.005643703],"category_scores_gemma":[0.007170982,0.0007571672,0.0005468543,0.0006527854,0.00280153,0.0003835301,0.003703183,0.005267828,0.2283664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006369221,"about_ca_system_score_gemma":0.002064937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01329903,"about_ca_topic_score_gemma":0.002228483,"domain_scores_codex":[0.9862979,0.001528635,0.001004127,0.001520181,0.007353382,0.002295743],"domain_scores_gemma":[0.9856234,0.0007589969,0.0009638297,0.006962437,0.004878877,0.0008124699],"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":[0.0001998538,0.0004300077,0.00004332488,0.0007168517,0.0002857785,0.0001955384,0.00003408116,0.000003204849,0.000331268,0.00001710259,0.997212,0.0005310124],"study_design_scores_gemma":[0.0009106878,0.0003218078,0.000861747,0.0009124583,0.0000662157,0.0000193573,0.00003467958,0.000008042218,0.0004985147,0.0002282118,0.9954525,0.0006857769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001021423,0.0005047731,6.964584e-7,0.0009883199,0.0004177327,0.001097813,0.9911352,0.0001064902,0.0056468],"genre_scores_gemma":[0.00006151811,0.000306722,0.0001548508,0.00001555169,0.0009330229,0.000132933,0.9555665,0.0001788244,0.04265009],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2227227,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126545976955393,"score_gpt":0.4615853945268069,"score_spread":0.335039417571414,"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."}}