{"id":"W7084111779","doi":"10.1016/j.crsus.2025.100526","title":"Rethinking marine restoration permitting to urgently advance efforts","year":2025,"lang":"en","type":"article","venue":"Cell Reports Sustainability","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Resilience (materials science); Restoration ecology; Resource (disambiguation); Psychological resilience; Biodiversity; Climate change; Habitat; Marine conservation","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":[],"consensus_categories":[],"category_scores_codex":[0.0008815102,0.0002005133,0.0003304269,0.0001486381,0.0002265564,0.00003022891,0.0000500177,0.0001120316,0.00009143614],"category_scores_gemma":[0.002563206,0.000183613,0.0001312685,0.0004615497,0.00005477285,0.0001119515,0.0001666424,0.0002262803,0.00000316725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125274,"about_ca_system_score_gemma":0.0007497649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001471563,"about_ca_topic_score_gemma":0.00002491953,"domain_scores_codex":[0.9980146,0.00005998171,0.0006216905,0.0006566886,0.0002878736,0.0003591331],"domain_scores_gemma":[0.9976908,0.00009395795,0.0001642215,0.001001843,0.000864511,0.0001846479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000426331,0.0007055513,0.9505464,0.001284417,0.00005188138,0.003412777,0.00131639,0.0002152651,0.0007946751,0.0008173086,0.001995908,0.0384331],"study_design_scores_gemma":[0.001251431,0.0007021425,0.6431648,0.0002010333,0.0006397653,0.0002994439,0.002022979,0.000109189,0.09276883,0.09110107,0.1671964,0.0005428792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602496,0.000157917,0.001008384,0.002622561,0.0006311929,0.00163039,5.580849e-7,0.0001710409,0.03352836],"genre_scores_gemma":[0.9799357,0.00000565782,0.001858012,0.0005752579,0.00008757425,0.0001295546,0.00003509562,0.00001619518,0.01735692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3073816,"threshold_uncertainty_score":0.7487519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134485104841184,"score_gpt":0.3125870898547142,"score_spread":0.3012422388063024,"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."}}