{"id":"W6996298681","doi":"","title":"Saving the Sea of Glass: Protection of Glass Sponge Reefs in British Columbia","year":2022,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reef; Sponge; Fishing; Coral reef","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":[0.0002172482,0.0001541918,0.0001153162,0.0004637058,0.004878373,0.001218959,0.0007947838,0.0007404467,0.005444927],"category_scores_gemma":[0.0004624854,0.0001665478,0.0001076266,0.0009236614,0.001371023,0.0002946564,0.001067457,0.0006301423,0.0002618498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01093294,"about_ca_system_score_gemma":0.01869013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9732056,"about_ca_topic_score_gemma":0.996356,"domain_scores_codex":[0.999832,0.00001320817,0.00000456761,0.00001592952,0.00003423369,0.0001000629],"domain_scores_gemma":[0.9996455,0.00001616415,0.00003547727,0.000009998898,0.00007529638,0.0002175739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008069138,0.0003009669,0.6290695,0.0005852014,0.00009319794,0.008637258,0.03638411,0.0009808053,0.02992617,0.00509383,0.03457217,0.2535499],"study_design_scores_gemma":[0.00001990901,0.00007714467,0.9143501,0.00008577055,0.0000231593,0.0003545198,0.03437683,0.0001755966,0.0006609493,0.000180132,0.04967288,0.00002288852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981634,0.001183294,0.00007787663,0.002815858,0.00002116782,0.00003098894,0.0002216969,0.0000140837,0.01400111],"genre_scores_gemma":[0.9659455,0.001805516,0.0004559373,0.0007220012,0.000006253773,0.00001599441,0.0001687506,0.000009585704,0.03087047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02679437,"threshold_uncertainty_score":0.07932436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060373936135723,"score_gpt":0.198424191334544,"score_spread":0.1878204519731868,"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."}}