{"id":"W4403034310","doi":"10.29244/jppt.v8i1.54438","title":"Habitat and Population Structure of Lobster from Southern of West Java","year":2024,"lang":"en","type":"article","venue":"Tropical Fisheries Management Journal","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Java; Habitat; Geography; Population; Fishery; Ecology; Computer science; Biology; Demography; Programming language","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003164959,0.0000675729,0.000119538,0.00002423485,0.00004270305,0.00002152821,0.000084745,0.00005628576,0.007420322],"category_scores_gemma":[0.000007855325,0.00005057808,0.00003462747,0.00005234298,0.0001735467,0.0001203235,0.0001119441,0.000117916,0.00002671012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002647533,"about_ca_system_score_gemma":0.000001282192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005529734,"about_ca_topic_score_gemma":0.000317108,"domain_scores_codex":[0.9994453,0.00003591687,0.0002006506,0.0001197831,0.00009413411,0.0001042815],"domain_scores_gemma":[0.9998063,0.00003003857,0.00005497497,0.00007183323,0.000002906261,0.00003394534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000494387,0.00001379897,0.9908265,0.00002732807,0.00005703079,0.00001740142,0.0003402411,0.00003278504,0.0006888331,0.0006730196,0.001058582,0.006215003],"study_design_scores_gemma":[0.0001526134,0.00008112908,0.9835944,0.00001542858,0.00003669857,0.000008307243,0.0003019588,0.00009646898,0.00004565986,0.01257935,0.00303622,0.00005179748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973698,0.00009507857,0.0003688856,0.000431257,0.0002505447,0.00005366885,0.00001719028,0.00000790388,0.001405717],"genre_scores_gemma":[0.9983733,0.00004187502,0.001092316,0.00005556668,0.00004706097,3.448864e-7,0.000005938997,0.000004873964,0.0003787349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190633,"threshold_uncertainty_score":0.993487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006894891230890533,"score_gpt":0.2015036176562699,"score_spread":0.1946087264253793,"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."}}