{"id":"W7163326801","doi":"10.14286/qvyznp","title":"SERC Common Carp Study","year":2015,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Tracking Network","funders":"","keywords":"Common carp; Aquatic animal; Carp; Common species; Habitat; Invasive species","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006625064,0.0007314082,0.0005633635,0.002239605,0.0007296076,0.00122472,0.001457343,0.0007623709,0.0225162],"category_scores_gemma":[0.00304325,0.0002886532,0.0005243262,0.003649093,0.0002783551,0.0005965814,0.001463734,0.0008254912,0.01654733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001754448,"about_ca_system_score_gemma":0.002564776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1708451,"about_ca_topic_score_gemma":0.3139952,"domain_scores_codex":[0.9995667,0.00005966578,0.00004972841,0.0001340646,0.000108245,0.00008159251],"domain_scores_gemma":[0.9986311,0.00018636,0.0002181637,0.0002397168,0.0004921139,0.0002325184],"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":[0.000150738,0.00002446559,0.009757413,0.0004842797,0.00005458347,0.00009571543,0.0001085089,0.0002198368,0.0001354537,0.0004543574,0.9847494,0.003765188],"study_design_scores_gemma":[0.000233145,0.0000313968,0.08327564,0.0005067161,0.00007569326,0.0001352401,0.0004893173,0.0006016952,0.0003435409,0.0005586316,0.9136937,0.00005545892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001921417,0.0000779885,0.00004961171,0.000093336,0.00001830206,0.00002781118,0.9962534,0.0001201516,0.001438004],"genre_scores_gemma":[0.00301957,0.00006292336,0.0002055293,0.00006473381,0.00000980629,0.00014965,0.9948326,0.00004852672,0.00160667],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1708451,"threshold_uncertainty_score":0.3397014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375305234596573,"score_gpt":0.4171616790160085,"score_spread":0.2796311555563512,"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."}}