{"id":"W4402167272","doi":"10.1002/fsh.11171","title":"Red Fish, Blue Fish","year":2024,"lang":"en","type":"article","venue":"Fisheries","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Starfish; Confusion; Jellyfish; Fishery; Biology; Ecology","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":[0.0009026822,0.0009298025,0.0004978388,0.00175614,0.001872661,0.003907003,0.001287689,0.002435736,0.2675081],"category_scores_gemma":[0.002902064,0.0002266465,0.0002548713,0.001843956,0.002847458,0.005100552,0.002800697,0.001935559,0.1703958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001986093,"about_ca_system_score_gemma":0.001373711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01746097,"about_ca_topic_score_gemma":0.01850455,"domain_scores_codex":[0.9987904,0.0002338748,0.00006775163,0.0003462524,0.0003976744,0.0001640432],"domain_scores_gemma":[0.9991843,0.0001022864,0.00008039289,0.0000811685,0.0003989817,0.0001527531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005269215,0.00002940158,0.001400394,0.0003519568,0.000005070078,0.0002086367,0.001009133,0.0000525393,0.0005493827,0.0533201,0.6754151,0.2676056],"study_design_scores_gemma":[0.000001984791,0.000008901572,0.0009189216,0.0001301273,0.000001659788,0.0003055446,0.0007186385,0.00001357068,0.00002639651,0.002158539,0.9957114,0.000004271913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00303329,0.03207897,0.001715429,0.02181704,0.01284668,0.000093079,0.001708943,0.0004518997,0.9262546],"genre_scores_gemma":[0.03236338,0.0169622,0.002937118,0.01936611,0.002931658,0.0001142776,0.001126003,0.0003909385,0.9238084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2675081,"threshold_uncertainty_score":0.8949038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388287961435065,"score_gpt":0.1944599416584433,"score_spread":0.1805770620440927,"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."}}