{"id":"W4394294388","doi":"10.6084/m9.figshare.13123250","title":"Field Experiment Data for Solo Survey","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field survey; Field (mathematics); Survey data collection; Geography; Statistics; Cartography; Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001294541,0.0002220101,0.0002582529,0.00004167106,0.0001008446,0.0002886328,0.004846129,0.000171428,0.0205666],"category_scores_gemma":[0.003167497,0.0002058555,0.00006013577,0.0001319787,0.000001797677,0.0001523792,0.002795074,0.000377922,0.003640275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001203195,"about_ca_system_score_gemma":0.0001434351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001381187,"about_ca_topic_score_gemma":0.00004151727,"domain_scores_codex":[0.9984545,0.00009544589,0.0001874929,0.000779358,0.0002306502,0.0002525848],"domain_scores_gemma":[0.996883,0.000671835,0.0001481629,0.002121527,0.0000601368,0.0001152934],"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":[0.000003162805,0.0000157133,1.312244e-7,0.0001470984,0.00001585437,0.00001219279,0.000008587482,0.000001857904,9.455125e-8,7.867464e-7,0.9965823,0.003212263],"study_design_scores_gemma":[0.0001108223,0.0001372551,0.000008281103,0.0002719314,0.000003462962,0.000002405047,7.992538e-7,0.0123186,0.00001724102,0.000003534439,0.9868741,0.0002515667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[5.051586e-9,0.0001869105,0.0009813915,0.0003701941,0.0003408375,0.0002381516,0.9977531,0.0000987939,0.00003057066],"genre_scores_gemma":[6.000363e-7,0.000004155682,0.002280727,0.001261111,0.0005129707,0.0001434877,0.9956691,0.00001156648,0.0001163037],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01692632,"threshold_uncertainty_score":0.9971355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573910530892697,"score_gpt":0.3638333918655035,"score_spread":0.2064423387762338,"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."}}