{"id":"W4417220537","doi":"10.1017/sus.2025.10041","title":"New rationalities, inner logic, and hope for sustainable future coasts","year":2025,"lang":"en","type":"article","venue":"Global Sustainability","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Action (physics); Pace; Existentialism; Climate change; Sustainability; Societal impact of nanotechnology; Call to action; Natural (archaeology); Unintended consequences","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":[0.009309661,0.0005027197,0.0004727582,0.001877012,0.006071235,0.01294061,0.001698726,0.003947396,0.008686976],"category_scores_gemma":[0.01058656,0.0003701637,0.0007438177,0.001244116,0.06204091,0.01829986,0.007115474,0.005806899,0.001490638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006692683,"about_ca_system_score_gemma":0.00632166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004381881,"about_ca_topic_score_gemma":0.004494593,"domain_scores_codex":[0.9960737,0.002395393,0.0001463075,0.0004479102,0.0006251688,0.0003115098],"domain_scores_gemma":[0.9919001,0.00336919,0.0007402727,0.001409807,0.001625604,0.0009549535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006889563,0.000007571924,0.0001703565,0.00003273944,0.000003457395,0.00005749601,0.003417756,0.0003184163,0.00005278521,0.9889116,0.004422635,0.002598245],"study_design_scores_gemma":[0.000004931389,0.000007161184,0.0001245381,0.0001066339,0.000002683939,0.00003979959,0.004397845,0.0004244434,0.00008172166,0.948764,0.04603428,0.00001202983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03313915,0.008177308,0.05839311,0.3536854,0.001567145,0.00008706575,0.0001748463,0.0002523401,0.5445237],"genre_scores_gemma":[0.943262,0.004446618,0.01751274,0.01295245,0.0005283789,0.0001246558,0.0001264006,0.0001215831,0.02092518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01294061,"threshold_uncertainty_score":0.04923481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003324076646905936,"score_gpt":0.2348238141535947,"score_spread":0.2314997375066888,"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."}}