{"id":"W2107455163","doi":"10.5376/ijms.2014.04.0037","title":"Integrated Coastal Management Program in the coastal village of Playa Florida and surrounding areas, Camagüey, Cuba","year":2014,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Coastal management; Cartography; Remote sensing; Environmental resource management; Environmental planning; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009637049,0.00007956853,0.0001264453,0.0001273123,0.000066701,0.00006683872,0.0005360381,0.00001521201,0.00006153115],"category_scores_gemma":[0.0001422971,0.00004686221,0.00003645337,0.000187124,0.0004194531,0.0002032906,0.0005610636,0.0001216078,0.000002268812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004566712,"about_ca_system_score_gemma":0.00001053784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004556041,"about_ca_topic_score_gemma":0.001353877,"domain_scores_codex":[0.9988039,0.00004363705,0.0002930295,0.000113354,0.0006016393,0.0001444289],"domain_scores_gemma":[0.9995381,0.0001035776,0.00017304,0.00005859492,0.0000853716,0.00004138058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001946831,0.0004146672,0.6220067,0.00001450357,0.00007997814,0.0001394487,0.00043742,0.0009208242,0.001966408,0.02989793,0.00008639534,0.343841],"study_design_scores_gemma":[0.0006699588,0.0003384517,0.9862326,0.00004758668,0.000009435228,0.0001108379,0.001298479,0.001069785,0.0004388758,0.003215922,0.006485736,0.00008229234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777415,0.0000101095,0.0001448307,0.0004441536,0.0003385725,0.00006347409,0.00000280213,0.000004369526,0.0212502],"genre_scores_gemma":[0.9985041,0.00009517812,0.001141455,0.00008871975,0.00006767974,0.000003558284,0.000002395606,0.000002584349,0.00009429971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3642259,"threshold_uncertainty_score":0.1910985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188364120569928,"score_gpt":0.2484243593969442,"score_spread":0.2365407181912449,"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."}}