{"id":"W2898506833","doi":"10.1007/s10641-018-0820-5","title":"Bonefish in South Florida: status, threats and research needs","year":2018,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Carleton University","funders":"","keywords":"Fishery; Fishing; Ecology; Population; Vulpes; Habitat; Geography; Biology; Predation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005745547,0.000130905,0.0001976702,0.0001322945,0.0001285496,0.00001315136,0.0002352217,0.0001404119,0.008946588],"category_scores_gemma":[0.00004092263,0.0001169658,0.00002811186,0.0002743486,0.003501068,0.0001385849,0.0008837414,0.000275016,0.000223242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152298,"about_ca_system_score_gemma":0.000007889495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007093127,"about_ca_topic_score_gemma":0.0002293604,"domain_scores_codex":[0.9983952,0.0001567104,0.0002293806,0.0003628414,0.0002607068,0.0005951591],"domain_scores_gemma":[0.9994447,0.0001044348,0.00004040871,0.0002771002,0.000002681621,0.0001307364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006514676,0.00005673584,0.9448177,0.000003718122,0.000006792402,0.000003324267,0.002088307,3.052909e-7,0.008874131,0.00007267141,0.0003631263,0.04364801],"study_design_scores_gemma":[0.0005248363,0.0007496255,0.9281056,0.000004453686,0.000002935031,0.00000476487,0.001989329,0.00004865806,0.004833162,0.001601314,0.06196166,0.000173641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904662,0.0001131232,0.000003499563,0.0002154132,0.00004549455,0.0001822265,0.0000268126,0.0000083155,0.09474313],"genre_scores_gemma":[0.9975969,0.0005428486,0.0002443361,0.00006847416,0.00005838866,0.00001977038,0.00002142324,0.00001200581,0.00143589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09330724,"threshold_uncertainty_score":0.9992108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309585755809143,"score_gpt":0.2907845327012727,"score_spread":0.2576886751431813,"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."}}