{"id":"W4403386195","doi":"10.1186/s13750-024-00348-z","title":"Investigating the effects of mobile bottom fishing on benthic carbon processing and storage: a systematic review protocol","year":2024,"lang":"en","type":"review","venue":"Environmental Evidence","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Victoria","funders":"Natural Environment Research Council; Sight Research UK; Children's Investment Fund Foundation","keywords":"Fishing; Benthic zone; Top-down and bottom-up design; Protocol (science); Environmental science; Fishery; Computer science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001361626,0.0005152351,0.001461287,0.00005073346,0.0001735543,0.0001300904,0.0007360088,0.0001630923,0.0002349233],"category_scores_gemma":[0.0008220683,0.0002992866,0.0002247396,0.0004118566,0.0006194665,0.0002636619,0.001236868,0.001100861,0.00008743681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004484838,"about_ca_system_score_gemma":0.00005168165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007080084,"about_ca_topic_score_gemma":0.000003698051,"domain_scores_codex":[0.9961283,0.000764186,0.0009401925,0.0007372169,0.001071014,0.0003590763],"domain_scores_gemma":[0.9976642,0.0008770696,0.000616411,0.0007019825,0.000002094842,0.000138212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[9.32577e-7,0.00002924656,0.00007396517,0.8806686,0.0000280599,0.00001817979,0.0001761404,6.6612e-7,0.000009991424,8.726457e-7,0.0001421472,0.1188512],"study_design_scores_gemma":[0.0000586165,0.000317119,0.0000210393,0.9359573,0.001249283,0.00005284157,0.00004446084,0.0001834546,0.000006877337,0.00001251489,0.06171185,0.0003846987],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004661772,0.8874096,8.629715e-7,0.00003469603,0.00003736179,0.1117031,0.000004396328,0.00002529036,0.0007381532],"genre_scores_gemma":[0.0001387195,0.842146,0.00003770533,0.0001213667,0.00003165112,0.1568538,0.000004013728,0.00005700774,0.0006097414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1184665,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916816953313976,"score_gpt":0.3305510390525779,"score_spread":0.3013828695194382,"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."}}