{"id":"W4394506354","doi":"10.6084/m9.figshare.11910831.v1","title":"Datasets and Code.zip","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zip code; Code (set theory); Computer science; Programming language; Database; Set (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00107306,0.0002455802,0.000371788,0.0002987305,0.0002165694,0.002262258,0.002306894,0.0001521834,0.3733416],"category_scores_gemma":[0.02249956,0.0001948826,0.00008262983,0.0007423977,0.00001872493,0.0002078301,0.004433622,0.0002847368,0.02575008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001932846,"about_ca_system_score_gemma":0.0001166519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000185712,"about_ca_topic_score_gemma":0.0003021732,"domain_scores_codex":[0.9958566,0.0001645195,0.0005228933,0.00150531,0.001650188,0.0003005337],"domain_scores_gemma":[0.9944344,0.001277556,0.0003259215,0.003576839,0.0001964779,0.0001888322],"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":[0.000001154273,0.00001866853,5.75695e-7,0.00005563218,0.00001034371,0.0001285615,0.000003089253,0.000002884473,5.973441e-8,6.342758e-7,0.9924218,0.007356596],"study_design_scores_gemma":[0.00008821744,0.000009330308,0.0001030422,0.0005851368,0.00001353016,0.00001667099,0.00003543513,0.000137336,0.00000146125,0.00006716228,0.9987105,0.0002321908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[4.9479e-7,0.0006300364,0.000001458729,0.0001411056,0.0006606032,0.0001404359,0.9981036,0.00002944504,0.0002928887],"genre_scores_gemma":[9.852497e-7,0.0000111727,0.00006199795,0.000534393,0.0002094312,0.00002508271,0.9980718,0.000007654585,0.001077428],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3475915,"threshold_uncertainty_score":0.9987735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2932762669462203,"score_gpt":0.4280404337443288,"score_spread":0.1347641667981084,"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."}}