{"id":"W6963044104","doi":"10.17895/ices.pub.19283312","title":"Report of the Joint NAFO/ICES Pandalus Assessment Working Group (NIPAG)","year":2015,"lang":"en","type":"report","venue":"International Council for the Exploration of the Sea (ICES)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; European union; Joint (building); Group (periodic table); Research council; Fish stock","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":[0.005921785,0.0007670632,0.0003964283,0.002678419,0.0009744169,0.002850239,0.0006787741,0.0008590329,0.008695052],"category_scores_gemma":[0.005257016,0.0004269742,0.0003647599,0.002376322,0.0003314723,0.001495677,0.001726799,0.0008641067,0.003151171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005434938,"about_ca_system_score_gemma":0.02579888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2208609,"about_ca_topic_score_gemma":0.2271954,"domain_scores_codex":[0.9972267,0.0002231102,0.0002290568,0.0001499532,0.00196843,0.0002027818],"domain_scores_gemma":[0.9958827,0.0002105322,0.0003679423,0.0001322651,0.003004192,0.0004023513],"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":[0.0002363128,0.0002056026,0.02812907,0.0003837659,0.0000738626,0.0001790311,0.00035002,0.0005341349,0.0005510284,0.002476078,0.9313968,0.03548433],"study_design_scores_gemma":[0.00005880585,0.00009728464,0.1182565,0.0006080804,0.00008740172,0.0001457532,0.0009643096,0.0005047483,0.002645094,0.0007154297,0.8758748,0.00004186104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.08451859,0.01832192,0.004868079,0.03271515,0.01062212,0.003283812,0.5011308,0.001110693,0.3434287],"genre_scores_gemma":[0.14148,0.01354449,0.01607754,0.004280806,0.0007809413,0.002459389,0.385731,0.0004271314,0.4352188],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2208609,"threshold_uncertainty_score":0.4391508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4680868208047705,"score_gpt":0.3789558026303983,"score_spread":0.08913101817437219,"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."}}