{"id":"W6885936531","doi":"10.1371/journal.pone.0284711.s001","title":"PRISMA-P 2015 checklist.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; IUCN Red List; Resource (disambiguation); Natural resource; Marine conservation; Work (physics); Legislature; Resource management (computing); Marine protected area","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02070835,0.002834385,0.004323438,0.01309277,0.001631314,0.004962582,0.008864004,0.003464051,0.4874347],"category_scores_gemma":[0.0999622,0.003813456,0.006716719,0.0156233,0.001329391,0.003907256,0.004719556,0.005469568,0.09567851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004227551,"about_ca_system_score_gemma":0.02500988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02660925,"about_ca_topic_score_gemma":0.02267921,"domain_scores_codex":[0.9867392,0.005241908,0.004060979,0.001187325,0.002028003,0.0007425965],"domain_scores_gemma":[0.952461,0.02776403,0.004265872,0.003059096,0.01149004,0.0009599681],"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":[0.0001639578,0.00003550892,0.000406973,0.09647257,0.0003618849,0.0000759531,0.0002474318,0.000561739,0.0000941887,0.004464399,0.8783265,0.01878894],"study_design_scores_gemma":[0.001160446,0.00004877043,0.003048691,0.07300755,0.0008983783,0.0002510227,0.0006681171,0.0004810216,0.0001562,0.01748187,0.9026639,0.0001340456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002433347,0.006965081,0.004766269,0.004038121,0.001545658,0.007177269,0.9612157,0.002453625,0.01159494],"genre_scores_gemma":[0.008077092,0.02447591,0.07154047,0.009568145,0.0009153552,0.2063946,0.6491643,0.005261119,0.02460292],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5125654,"threshold_uncertainty_score":0.7311122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706673313021193,"score_gpt":0.2491905417705624,"score_spread":0.2221238086403505,"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."}}