{"id":"W6944303730","doi":"10.17895/ices.pub.19410848","title":"Report of the Joint Workshop of the ICES-FAO Working Group on Fishing Technology and Fish Behaviour [WGFTFB] and the Working Group on Fisheries Acoustics Science and Technology [WGFAST] (JFATB)","year":2014,"lang":"en","type":"report","venue":"International Council for the Exploration of the Sea (ICES)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Joint (building); Fish <Actinopterygii>; Group (periodic table); Working group; Fisheries Research; Work (physics)","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":[0.00441748,0.001199443,0.0004161526,0.001854957,0.001618154,0.002448256,0.001209828,0.001238229,0.04168811],"category_scores_gemma":[0.002344491,0.0003240689,0.0006424363,0.0009486927,0.0006486062,0.001079952,0.002746236,0.001650445,0.0190188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002915855,"about_ca_system_score_gemma":0.008490074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03184206,"about_ca_topic_score_gemma":0.02945824,"domain_scores_codex":[0.9983095,0.0002097202,0.00006939186,0.0001620354,0.0009388678,0.0003104848],"domain_scores_gemma":[0.9977336,0.0001623635,0.00007892404,0.0001018558,0.001194076,0.0007291479],"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":[0.0005293026,0.0007197344,0.003862987,0.0003669457,0.0000410518,0.0009928939,0.0007757114,0.0006353878,0.008045775,0.002956194,0.9153562,0.06571776],"study_design_scores_gemma":[0.00001995054,0.0001148073,0.009390914,0.00008095604,0.00001188858,0.0001405288,0.0006314249,0.0001132824,0.003840656,0.0003473083,0.9852882,0.00002002559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05217486,0.01541715,0.01807633,0.04773356,0.09062222,0.005827297,0.07387609,0.001067408,0.695205],"genre_scores_gemma":[0.02148087,0.004921609,0.006759637,0.001484104,0.002265709,0.0009672475,0.02750056,0.0002802636,0.93434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04168811,"threshold_uncertainty_score":0.1394606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07987254869066256,"score_gpt":0.2854582624427026,"score_spread":0.20558571375204,"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."}}