{"id":"W6893886313","doi":"10.5281/zenodo.5609967","title":"Sphoeroides lobatus","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Brackish water; Marine research; Nova scotia","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":[0.0000874542,0.0004345145,0.0001243845,0.0005593033,0.000385066,0.0001918115,0.000143164,0.0001338085,0.03428615],"category_scores_gemma":[0.0002162758,0.00008670949,0.00007601407,0.0002933454,0.0001895476,0.0003137977,0.0005844524,0.00009971557,0.0103781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002896959,"about_ca_system_score_gemma":0.000164648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007483035,"about_ca_topic_score_gemma":0.0215443,"domain_scores_codex":[0.999948,0.000004897287,0.000004446135,0.00002020315,0.0000125043,0.000009953386],"domain_scores_gemma":[0.9999305,0.000007620643,0.00002301217,0.000009301989,0.00001397394,0.00001562471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006347562,0.0002310578,0.2596777,0.0005471703,0.0000493905,0.0007852746,0.001400415,0.0004785094,0.04390859,0.003572551,0.04445247,0.6442621],"study_design_scores_gemma":[0.00004707335,0.0002425744,0.7669071,0.0001495788,0.00003584934,0.001664804,0.0008336355,0.0004307375,0.003015849,0.001163326,0.225489,0.00002048148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7331052,0.002110255,0.002776047,0.0002661403,0.0001603206,0.0001449768,0.009294064,0.0008031977,0.2513398],"genre_scores_gemma":[0.9231381,0.0009083105,0.001498186,0.0003217496,0.00003394908,0.00007366463,0.005264551,0.0000468828,0.06871472],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03428615,"threshold_uncertainty_score":0.1146986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916661768234407,"score_gpt":0.2221880766682862,"score_spread":0.2030214589859422,"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."}}