{"id":"W3162434744","doi":"10.21203/rs.3.rs-439548/v1","title":"The Invasive Seaweed Asparagopsis Taxiformis Erodes the Primary Productivity and Biodiversity of Native Algal Forests in the Mediterranean Sea","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"Università degli Studi di Palermo","keywords":"Mediterranean climate; Productivity; Biodiversity; Primary productivity; Mediterranean sea; Algae; Ecology; Geography; Biology; Ecosystem; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000198969,0.0001599575,0.0001166096,0.0003623371,0.0001810084,0.0004039955,0.0001163256,0.0001462216,0.0007706966],"category_scores_gemma":[0.0003613626,0.00007372261,0.00009516222,0.0002742522,0.0002477333,0.0003330444,0.0003697197,0.0001182507,0.0001753887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004062657,"about_ca_system_score_gemma":0.0001609087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01612633,"about_ca_topic_score_gemma":0.01530088,"domain_scores_codex":[0.9999404,0.000008428588,0.000003096298,0.00001859463,0.00001630722,0.00001317873],"domain_scores_gemma":[0.9998683,0.00002844519,0.00003717833,0.00001019211,0.00002277415,0.0000330629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005616387,0.00005187396,0.8136,0.0001279296,0.0001079697,0.0005429627,0.001372501,0.002166778,0.126821,0.0006138514,0.000671009,0.05336263],"study_design_scores_gemma":[0.000004536759,0.00002245883,0.9964762,0.000003204945,0.000008014048,0.0001182967,0.0003692791,0.0006929786,0.001190745,0.0001306352,0.0009816579,0.000001871526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991346,0.0001006546,0.00007939295,0.00002442146,0.000002207049,5.939755e-7,0.00006481712,0.000002674314,0.0005904903],"genre_scores_gemma":[0.9989985,0.0001259203,0.00006658864,0.00000913738,0.000003000785,7.204007e-7,0.0001054118,0.000002044776,0.0006888422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612633,"threshold_uncertainty_score":0.03206491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06231804403772814,"score_gpt":0.29392622617544,"score_spread":0.2316081821377118,"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."}}