{"id":"W6963255652","doi":"10.17895/ices.pub.19284845","title":"Report of the NAFO/ICES Pandalus Assessment Working Group (NIPAG)","year":2017,"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":"European union; Research council; Danish; Group (periodic table); Advisory committee; 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":[0.006237507,0.0009409914,0.0004949006,0.003618426,0.001289872,0.00389437,0.0008587754,0.001196661,0.0144966],"category_scores_gemma":[0.006824285,0.0003867648,0.0004067425,0.003332311,0.0004828803,0.00214734,0.002136075,0.001376678,0.008385325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004945833,"about_ca_system_score_gemma":0.03018847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08266231,"about_ca_topic_score_gemma":0.06399883,"domain_scores_codex":[0.9961456,0.0002845108,0.0002592448,0.0001560773,0.002899155,0.0002554031],"domain_scores_gemma":[0.992702,0.0004218753,0.0005543355,0.0002497083,0.00560082,0.0004713728],"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":[0.000254572,0.0001877716,0.01561534,0.0003798634,0.00003895985,0.0002349795,0.0003338059,0.0004461581,0.0005364768,0.004115188,0.947171,0.03068591],"study_design_scores_gemma":[0.00004635532,0.00005015896,0.02509841,0.0004729072,0.00003947625,0.0001156064,0.001055472,0.0002860539,0.002644963,0.001140249,0.9690254,0.00002488247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07567579,0.0137647,0.004090991,0.04023523,0.01574859,0.002785738,0.3918003,0.0011321,0.4547665],"genre_scores_gemma":[0.08989538,0.02007649,0.01103543,0.003399413,0.001887326,0.003640833,0.426561,0.0008101355,0.442694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08266231,"threshold_uncertainty_score":0.1643623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3819302549455367,"score_gpt":0.3900522274660997,"score_spread":0.008121972520562959,"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."}}