{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001365532,0.004323661,0.001599921,0.005799018,0.001459322,0.002755254,0.003572834,0.003259199,0.1093437],"category_scores_gemma":[0.0114332,0.0007384272,0.001775045,0.007261904,0.0007685965,0.002120591,0.002172239,0.002915876,0.1815448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597676,"about_ca_system_score_gemma":0.003673479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0142484,"about_ca_topic_score_gemma":0.02895528,"domain_scores_codex":[0.9979619,0.0004529485,0.0001942028,0.0006233199,0.00045777,0.0003099691],"domain_scores_gemma":[0.9950863,0.00131334,0.0003504444,0.001485245,0.001145733,0.0006189439],"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":[0.00009677605,0.00005811114,0.0004151418,0.0003342085,0.00002155703,0.00002039751,0.00001387133,0.0002878361,0.0001059816,0.000305373,0.9951155,0.003225158],"study_design_scores_gemma":[0.0005522271,0.00008426178,0.002756308,0.0003647324,0.0000574907,0.0001379417,0.0001303229,0.001735354,0.0006052684,0.002043047,0.9914898,0.00004324761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008066554,0.0003004529,0.0002590017,0.0002757092,0.0001523089,0.00006612303,0.9932277,0.00138915,0.003522975],"genre_scores_gemma":[0.0006868676,0.0000843144,0.0004479773,0.00009478221,0.00002414602,0.0001175221,0.9967749,0.000094758,0.001674711],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8906562,"threshold_uncertainty_score":0,"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."}}