{"id":"W4394536816","doi":"10.6084/m9.figshare.21431910","title":"Datasets for WSB and BT Models","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Data science; 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":[],"consensus_categories":[],"category_scores_codex":[0.001406317,0.003623772,0.001366853,0.003455239,0.001157471,0.002062724,0.005458509,0.003177304,0.05069366],"category_scores_gemma":[0.0067778,0.0008680633,0.003077555,0.005956056,0.0005295206,0.001962712,0.001668435,0.003224335,0.0420773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313023,"about_ca_system_score_gemma":0.002447671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02846888,"about_ca_topic_score_gemma":0.05141988,"domain_scores_codex":[0.9988575,0.0002512169,0.0001495298,0.0003441949,0.0002640779,0.0001334571],"domain_scores_gemma":[0.9978313,0.0007779537,0.0001221752,0.0005917552,0.0004570018,0.0002197888],"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":[0.0001285266,0.0001831514,0.0009594358,0.0007712059,0.00008251535,0.00006204563,0.00002517716,0.004611566,0.0001718491,0.001238793,0.9850175,0.00674825],"study_design_scores_gemma":[0.000952947,0.0001659306,0.007117749,0.0004640795,0.0001035583,0.000345043,0.0001999483,0.02421038,0.001000062,0.00593866,0.9594156,0.00008598898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001695122,0.0003004852,0.000798281,0.0003986083,0.0001270217,0.0001073753,0.9916288,0.002221335,0.00272311],"genre_scores_gemma":[0.001441951,0.00009949706,0.001489283,0.0000967497,0.00001016189,0.0001716404,0.9958109,0.0001063883,0.0007735161],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05069366,"threshold_uncertainty_score":0.1695872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0652818741951209,"score_gpt":0.2804136147201287,"score_spread":0.2151317405250078,"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."}}