{"id":"W4394355449","doi":"10.6084/m9.figshare.4426565","title":"dataset.zip","year":2016,"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":["insufficient_payload"],"category_scores_codex":[0.002490335,0.001229732,0.002281276,0.004873953,0.0009105938,0.00308052,0.002604685,0.002413904,0.5970318],"category_scores_gemma":[0.02371142,0.0007557904,0.001567768,0.008051599,0.0003892506,0.002443504,0.002644041,0.001704452,0.2299473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322835,"about_ca_system_score_gemma":0.004128112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005016961,"about_ca_topic_score_gemma":0.01004097,"domain_scores_codex":[0.9983912,0.0003333188,0.0004000126,0.0004699368,0.0002434198,0.0001620926],"domain_scores_gemma":[0.9899275,0.006026494,0.0009802786,0.0009650656,0.0016302,0.0004704585],"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":[0.0004806768,0.0000361842,0.0009309982,0.01302317,0.0001371338,0.00008300302,0.0001074353,0.0002817873,0.0001913437,0.002160466,0.9642221,0.01834556],"study_design_scores_gemma":[0.0006839092,0.00005427388,0.002203067,0.002728711,0.0001728515,0.0001110396,0.0001168905,0.0003249868,0.0002626157,0.005026675,0.988262,0.00005291697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001394618,0.0002107057,0.0003335669,0.000275451,0.00004664706,0.0001638051,0.9951317,0.0007739958,0.002924672],"genre_scores_gemma":[0.002652464,0.0008635093,0.005924322,0.00139453,0.00008740758,0.005038215,0.9751768,0.001148588,0.007714168],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4029682,"threshold_uncertainty_score":0.5747852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173792729047336,"score_gpt":0.286572155809911,"score_spread":0.2448342285194376,"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."}}