{"id":"W4394077145","doi":"10.6084/m9.figshare.3558813","title":"Data Paper. Data Paper","year":2016,"lang":"en","type":"dataset","venue":"Figshare","topic":"Fish Ecology and Management Studies","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002437268,0.00151779,0.001568063,0.004761455,0.001590482,0.006382999,0.002694599,0.002521327,0.8030103],"category_scores_gemma":[0.02376859,0.001477552,0.001127956,0.0100022,0.0005427098,0.005974935,0.00254352,0.002819229,0.7179112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002978969,"about_ca_system_score_gemma":0.005377072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02605808,"about_ca_topic_score_gemma":0.01260962,"domain_scores_codex":[0.9974451,0.0002716096,0.000382757,0.0004898259,0.0009907135,0.0004200453],"domain_scores_gemma":[0.9823554,0.004692223,0.0008776398,0.002629991,0.008342991,0.001101842],"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":[0.00003201782,0.000008744115,0.0001399546,0.000146152,0.000003777847,0.000008014148,0.00001197244,0.00002602817,0.00001519964,0.0005999461,0.9958834,0.003124662],"study_design_scores_gemma":[0.0001072608,0.000007696154,0.0006836321,0.0001520717,0.000005491739,0.00001614755,0.00005246733,0.00003075281,0.0001078378,0.001009214,0.9978138,0.00001361354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000654796,0.0000617194,0.0001416183,0.000712593,0.0003893338,0.00007466589,0.9748918,0.0008258225,0.0228369],"genre_scores_gemma":[0.001118928,0.0003138778,0.0006935596,0.0006614617,0.0001966915,0.0003835621,0.9370427,0.001824365,0.05776495],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1969897,"threshold_uncertainty_score":0.2809818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08010194461297755,"score_gpt":0.2849036291667695,"score_spread":0.204801684553792,"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."}}