{"id":"W7099040113","doi":"","title":"STAR Panel Advisors","year":2011,"lang":"en","type":"article","venue":"","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rockfish; Stock (firearms); Stock assessment; Fish stock; Distribution (mathematics)","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":[0.001689407,0.0005069482,0.0004690809,0.0008241613,0.001871275,0.002374914,0.00104287,0.003332047,0.693288],"category_scores_gemma":[0.006609438,0.0003498464,0.0003907906,0.0008224683,0.0003095233,0.001730564,0.001348016,0.002495404,0.3799664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009501771,"about_ca_system_score_gemma":0.00385038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006009039,"about_ca_topic_score_gemma":0.01417618,"domain_scores_codex":[0.9989154,0.0001498217,0.00006029624,0.0001915576,0.0004533026,0.0002296319],"domain_scores_gemma":[0.9921995,0.0007163933,0.0002512589,0.0003399741,0.004586699,0.001906233],"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":[0.00001032986,0.000008784346,0.00007230174,0.00001507212,3.295803e-7,0.00001739716,0.000006565139,0.00001015138,0.00003296225,0.0002148837,0.9891586,0.01045257],"study_design_scores_gemma":[0.000006449946,0.00000727038,0.0005467462,0.00002632393,8.004288e-7,0.00002749051,0.00006722499,0.00004982058,0.0000408986,0.0001505557,0.9990737,0.000002647083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001473647,0.001351433,0.001869507,0.08415097,0.03236387,0.0009855463,0.01251039,0.001239645,0.864055],"genre_scores_gemma":[0.004563756,0.0006611799,0.0006494439,0.0142803,0.00205373,0.0002530767,0.002768427,0.0002328812,0.9745373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.306712,"threshold_uncertainty_score":0.4374875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06617790073957856,"score_gpt":0.2113426339189017,"score_spread":0.1451647331793231,"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."}}