{"id":"W4404672274","doi":"10.5206/mase/19987","title":"Diversity and ecotourism on multipurpose marine protected areas","year":2024,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecotourism; Diversity (politics); Geography; Fishery; Environmental resource management; Tourism; Environmental science; Biology; Political science; Archaeology","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":[0.0002288977,0.00008942599,0.00009916249,0.00005085118,0.0002907115,0.0000360531,0.00007254387,0.00002085749,0.00003164357],"category_scores_gemma":[0.00001398324,0.00006758184,0.000009206121,0.0001860636,0.00006551744,0.00004622452,0.001421125,0.00008011682,0.0000107114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002873168,"about_ca_system_score_gemma":0.000001146807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007934515,"about_ca_topic_score_gemma":0.00005325065,"domain_scores_codex":[0.9994453,0.000001954181,0.00009041631,0.0001971678,0.0001232309,0.0001418909],"domain_scores_gemma":[0.9998411,0.00005928268,0.00001106024,0.00005130436,8.192923e-7,0.00003641345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006161664,0.0008199892,0.2752408,0.006995026,0.0001656159,0.0003326859,0.08492049,0.03473688,0.0369497,0.2527906,0.001234623,0.3057519],"study_design_scores_gemma":[0.0003437685,0.0001238707,0.1330728,0.0002832909,0.00001603976,0.00002989334,0.00058797,0.8467264,0.0004900713,0.01551404,0.002292464,0.0005193653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903147,0.00003570285,0.0003435799,0.00006953724,0.00005666897,0.000210741,5.850649e-7,0.00005790218,0.008910563],"genre_scores_gemma":[0.9959767,0.00003319064,0.003824711,0.000007607974,0.00001355193,0.000024041,1.326096e-7,0.000004108937,0.0001159836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8119895,"threshold_uncertainty_score":0.2755907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315093472801191,"score_gpt":0.191647830997997,"score_spread":0.1784968962699851,"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."}}