{"id":"W6977531725","doi":"10.6084/m9.figshare.27230123","title":"Additional file 2 of Investigating the effects of mobile bottom fishing on benthic carbon processing and storage: a systematic review protocol","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Cultural and Artistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Victoria","funders":"","keywords":"Protocol (science); Fishing; Benthic zone; Top-down and bottom-up design; Carbon fibers","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008846047,0.00006137153,0.0001738152,0.00001166058,0.0001840342,0.0000460317,0.00007824199,0.00002261052,0.201405],"category_scores_gemma":[0.01534447,0.00003470358,0.00003365739,0.0001880001,0.00004073072,0.00006251157,0.00003890564,0.00009156509,0.0000150841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000184052,"about_ca_system_score_gemma":0.00008322171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001612632,"about_ca_topic_score_gemma":0.00002761727,"domain_scores_codex":[0.9992979,0.0001092916,0.0001720419,0.00009791395,0.000242089,0.00008071701],"domain_scores_gemma":[0.9968174,0.002900035,0.0001369825,0.00004814217,0.00007350326,0.00002390882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[1.804217e-7,0.000003952104,2.877451e-7,0.3021681,0.000007174941,0.000001328642,0.002023271,1.785564e-7,0.000002806313,0.00001057869,0.6954582,0.000323963],"study_design_scores_gemma":[0.00002318309,0.00004295526,0.00007153241,0.9386302,0.00002624448,9.864413e-7,0.0006611469,0.0001811293,0.00002134681,0.00005385794,0.06022736,0.00006004178],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0000600926,0.005163238,1.648195e-8,0.000236557,0.00002076948,0.04636686,0.9439163,0.00006018282,0.004175966],"genre_scores_gemma":[0.01612123,0.00001414302,0.00007445217,0.0003242813,0.0002678851,0.9364167,0.04520293,0.0000171916,0.001561152],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8987134,"threshold_uncertainty_score":0.9929497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03216848240717322,"score_gpt":0.3141508909971461,"score_spread":0.2819824085899729,"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."}}