{"id":"W4360745452","doi":"10.1093/icesjms/fsad036","title":"I think that I will just sit here and wait","year":2023,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Fish <Actinopterygii>; Affect (linguistics); Fishery; Work (physics); Fish habitat; Ecology; Environmental ethics; Data science; Computer science; Biology; Psychology; Engineering; Communication","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":[0.003601361,0.001320029,0.001368275,0.001024235,0.007875686,0.008699768,0.002171105,0.008249253,0.2076984],"category_scores_gemma":[0.02657241,0.0005767972,0.001572122,0.0004706956,0.002928874,0.01007985,0.004856715,0.02215196,0.1538291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002682108,"about_ca_system_score_gemma":0.004572462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006490434,"about_ca_topic_score_gemma":0.005808876,"domain_scores_codex":[0.9967434,0.0007131954,0.0001423253,0.0004624539,0.001108554,0.00083001],"domain_scores_gemma":[0.9790395,0.001811688,0.000970265,0.0007362481,0.008360944,0.009081438],"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":[0.00003100149,0.00004074028,0.0003551284,0.00006202596,0.000007380816,0.0002048438,0.0003420933,0.00002437325,0.0001405109,0.001539053,0.984632,0.01262083],"study_design_scores_gemma":[0.00001606208,0.00005625928,0.0004258666,0.0003742073,0.0000140983,0.0007340289,0.002645501,0.00008424347,0.0001777305,0.003097731,0.9923109,0.0000635046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001953147,0.00651081,0.002798698,0.7432612,0.1896002,0.000169541,0.0004530905,0.001178554,0.05407473],"genre_scores_gemma":[0.01757375,0.005995128,0.002897682,0.5645475,0.03972608,0.0002876654,0.000353538,0.0007433964,0.3678752],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2076984,"threshold_uncertainty_score":0.6948202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967520559689253,"score_gpt":0.2808425610231546,"score_spread":0.2511673554262621,"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."}}