{"id":"W4394259251","doi":"10.6084/m9.figshare.21516159","title":"dataset","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002568234,0.00219586,0.001877426,0.002965444,0.001200824,0.001948075,0.002932374,0.00262494,0.05202105],"category_scores_gemma":[0.01455977,0.0005747026,0.001441961,0.005768054,0.000580118,0.0008603389,0.001481033,0.00193643,0.05577023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292036,"about_ca_system_score_gemma":0.002806578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01638217,"about_ca_topic_score_gemma":0.03162458,"domain_scores_codex":[0.9979867,0.0005273222,0.0002633611,0.0006417397,0.0003833942,0.0001973958],"domain_scores_gemma":[0.9944194,0.002798518,0.0003897785,0.0009588053,0.001093104,0.0003403751],"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":[0.0002425123,0.0001142214,0.003268206,0.001525498,0.00011692,0.00009980961,0.00006748255,0.00111161,0.0003808211,0.0007273332,0.9852685,0.007076931],"study_design_scores_gemma":[0.001052026,0.00008574635,0.01537807,0.0006122219,0.0001951663,0.0002247053,0.0002327724,0.001618322,0.0007485834,0.003717032,0.9760312,0.0001039987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004425445,0.00007172586,0.0002510153,0.00006341325,0.00002440449,0.00003648827,0.9983835,0.0002826136,0.0004442132],"genre_scores_gemma":[0.000863337,0.00004741511,0.0009977914,0.00007650422,0.000007317025,0.0004416436,0.9969617,0.00008188871,0.0005223926],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.947979,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04408608162394288,"score_gpt":0.2860762080375273,"score_spread":0.2419901264135844,"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."}}