{"id":"W7133286612","doi":"","title":"Science response: glass sponge reefs HSQCS MPA","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Reef; Marine protected area; Trawling; Coral reef; Habitat; Marine ecosystem; Fisheries management","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":[],"consensus_categories":[],"category_scores_codex":[0.00165359,0.0007144787,0.00056564,0.000747511,0.004643931,0.003303647,0.001348492,0.01086947,0.135869],"category_scores_gemma":[0.007551689,0.0004056248,0.0004083194,0.0006517789,0.001777734,0.00158841,0.003383409,0.009602429,0.03248174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005718923,"about_ca_system_score_gemma":0.01517049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07675458,"about_ca_topic_score_gemma":0.1801618,"domain_scores_codex":[0.9983712,0.000176076,0.00005842577,0.0002104175,0.0007312655,0.0004527364],"domain_scores_gemma":[0.9942793,0.0007337698,0.0002098995,0.0001733681,0.002379804,0.002223897],"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":[0.00002117157,0.000009704446,0.0003065073,0.00003928722,0.000001939346,0.00009722996,0.00005798756,0.00001548204,0.00008625721,0.0001655222,0.9950611,0.004137802],"study_design_scores_gemma":[0.00002785583,0.00002097071,0.001977798,0.00006472032,0.000002857755,0.00004936955,0.0004115271,0.00004971341,0.00005860409,0.0003136706,0.9970111,0.00001186821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003616961,0.001462949,0.0002869457,0.7854045,0.04864109,0.0003867942,0.005545366,0.0008111093,0.1538443],"genre_scores_gemma":[0.02780048,0.002541946,0.0005814494,0.5074823,0.01817873,0.0004387558,0.003373757,0.00024858,0.4393539],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9232454,"threshold_uncertainty_score":0.4545271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009378509246793199,"score_gpt":0.2407094517668603,"score_spread":0.2313309425200671,"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."}}