{"id":"W6944025000","doi":"10.17895/ices.pub.23743989.v1","title":"International Bottom Trawl Survey Working Group (IBTSWG)","year":2023,"lang":"en","type":"report","venue":"Open MIND","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundfish; Shore; Fishing; Submarine pipeline; Continental shelf; Portuguese; Quarter (Canadian coin); Survey methodology; Stock assessment","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01041047,0.000614917,0.000941115,0.0005930203,0.0001522877,0.001575926,0.003350932,0.0006472484,0.01606834],"category_scores_gemma":[0.001615049,0.0006507651,0.0002668731,0.0009022356,0.000105249,0.0003550753,0.001729646,0.001212777,0.07131414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357028,"about_ca_system_score_gemma":0.001812135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008040924,"about_ca_topic_score_gemma":0.02624258,"domain_scores_codex":[0.9938796,0.0004305099,0.001065693,0.001425265,0.002535955,0.0006629471],"domain_scores_gemma":[0.9966483,0.0005399169,0.001031706,0.0009835281,0.0005850943,0.000211448],"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":[0.0001930718,0.0002284411,0.04764704,0.00002471501,0.001371888,0.0009309421,0.0003089359,0.00001194782,0.0001897647,0.000003758111,0.5416818,0.4074077],"study_design_scores_gemma":[0.0004558242,0.00002296761,0.09202911,0.0006578368,0.00009982132,0.00008656094,0.0000611846,0.00003851336,0.00003562489,0.00001373713,0.9058214,0.0006773701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01864824,0.0002467688,0.00001881282,0.00006755561,0.01180547,0.001370757,0.005036193,0.00003920755,0.962767],"genre_scores_gemma":[0.1390715,0.0009597244,0.008143188,0.00003368251,0.006134265,0.0003734464,0.06182654,0.002102892,0.7813548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4067303,"threshold_uncertainty_score":0.9995944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3585995565476962,"score_gpt":0.4378995380955196,"score_spread":0.07929998154782336,"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."}}