{"id":"W4394417264","doi":"10.6084/m9.figshare.6809714","title":"YFAS and BFD Data","year":2018,"lang":"en","type":"dataset","venue":"Figshare","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental 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":[],"consensus_categories":[],"category_scores_codex":[0.000948516,0.002011584,0.001388748,0.002867006,0.001035528,0.001878766,0.00300476,0.001805147,0.07006306],"category_scores_gemma":[0.00509754,0.0005525906,0.001354909,0.006480182,0.0004580454,0.0009635271,0.0014954,0.001546743,0.07752146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001753484,"about_ca_system_score_gemma":0.003147141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1529764,"about_ca_topic_score_gemma":0.2028837,"domain_scores_codex":[0.9991606,0.0001414578,0.00007961764,0.0002509629,0.0001925991,0.0001748101],"domain_scores_gemma":[0.9979564,0.0004575912,0.0001832,0.0004442144,0.0007607616,0.0001978467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000056685,0.00001748139,0.001118653,0.0002291359,0.00002618768,0.00001922363,0.00001521054,0.0003226715,0.00005017268,0.0002406294,0.9963797,0.001524285],"study_design_scores_gemma":[0.0002241601,0.00002100387,0.008460871,0.0002284298,0.00003285162,0.00004458514,0.0001113214,0.0006158806,0.0002164643,0.0007962983,0.989213,0.00003511038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001499719,0.00003137463,0.00003013358,0.00004182692,0.00001581507,0.000005351742,0.9992887,0.0001688587,0.0002679044],"genre_scores_gemma":[0.0003158719,0.00002598694,0.0001273547,0.00002099979,0.000004367028,0.00003679794,0.998926,0.00003525602,0.0005074231],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1529764,"threshold_uncertainty_score":0.3041719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212941746889415,"score_gpt":0.2437887762127278,"score_spread":0.2116593587438337,"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."}}