{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005380279,0.001061695,0.001140122,0.00331499,0.001072134,0.001540501,0.002059605,0.0006880003,0.1121149],"category_scores_gemma":[0.01177106,0.0006415473,0.001134039,0.006003257,0.0004609685,0.001530216,0.001797948,0.001243199,0.04257077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002087244,"about_ca_system_score_gemma":0.003784364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441045,"about_ca_topic_score_gemma":0.03197088,"domain_scores_codex":[0.9950303,0.001278743,0.0006329482,0.001061145,0.001625312,0.0003715198],"domain_scores_gemma":[0.9805753,0.00326464,0.002079838,0.004527682,0.008703507,0.0008489631],"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":[0.001682363,0.0006412982,0.04085331,0.003257411,0.0004294962,0.0001578475,0.001069235,0.001329862,0.006048757,0.003209232,0.8169709,0.1243502],"study_design_scores_gemma":[0.000358667,0.0004056155,0.05126294,0.0004213841,0.0001517067,0.00006541802,0.001219718,0.0006342542,0.002395636,0.001796206,0.941206,0.00008244846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009101395,0.000150789,0.007064975,0.0003293094,0.0002803414,0.002101424,0.9498053,0.001609774,0.02955676],"genre_scores_gemma":[0.04525922,0.0002986825,0.03058356,0.001005895,0.0001128993,0.02052557,0.8648639,0.001776866,0.03557352],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1121149,"threshold_uncertainty_score":0.3750616,"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."}}