{"id":"W2225471975","doi":"","title":"Aggregated Humpback Shrimp Catch Grid 1997-2004","year":2005,"lang":"en","type":"article","venue":"downloadable data","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shrimp; Fishery; Fishing; Geography; Grid; Environmental science; Oceanography; Biology; Geology","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":[0.0004109715,0.0001733185,0.0001694181,0.00003061916,0.0001889306,0.0001112035,0.001735397,0.00008448814,0.09794722],"category_scores_gemma":[0.00008151379,0.0001525256,0.00002943327,0.0004182947,0.0001962675,0.0009619079,0.002523028,0.0002617945,0.01087179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392673,"about_ca_system_score_gemma":0.00003232121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005342882,"about_ca_topic_score_gemma":0.001758298,"domain_scores_codex":[0.9979561,0.00004833302,0.0002420593,0.0006286383,0.00052717,0.0005976921],"domain_scores_gemma":[0.9977812,0.00003594976,0.0000547598,0.001903061,0.000009495095,0.0002155936],"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":[0.00002535244,0.0001021138,0.01494227,0.000007370417,0.00001241653,0.0000194567,0.00005069489,0.00004978327,0.0004945472,0.00001311576,0.9035617,0.08072124],"study_design_scores_gemma":[0.0003012796,0.00003408417,0.001476443,0.00000322305,0.000007434886,0.00001436675,0.00005199731,0.002630618,0.0007006379,0.00002801389,0.9945395,0.0002124248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0386515,0.0002177247,0.0001605264,0.004649022,0.0003066178,0.0005992286,0.003301389,0.0002361213,0.9518779],"genre_scores_gemma":[0.6277249,0.003705647,0.02980459,0.01230111,0.004585105,0.0002735523,0.08264937,0.0003474312,0.2386082],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7132697,"threshold_uncertainty_score":0.9898984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297988784586602,"score_gpt":0.2730447818005859,"score_spread":0.2400648939547199,"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."}}