{"id":"W2944600818","doi":"10.18331/sfs2019.5.2.8","title":"Environmental and ecological considerations for orange-spotted grouper (Epinephelus coioides) cage culture in Qeshm Island, based on GIS","year":2019,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Grouper; Epinephelus; Fishery; Biology; Cage; Ecology; Fish <Actinopterygii>; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000295419,0.0001250133,0.0001332446,0.001055381,0.000658286,0.0004901787,0.0004113314,0.000131383,0.001087178],"category_scores_gemma":[0.0006950026,0.0001177554,0.0001461389,0.0009162137,0.0003536584,0.0002339758,0.0004067987,0.0001131075,0.00008956969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149402,"about_ca_system_score_gemma":0.0008392652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1474638,"about_ca_topic_score_gemma":0.5288239,"domain_scores_codex":[0.999827,0.00005272175,0.00001636313,0.00003458563,0.00003840409,0.00003099508],"domain_scores_gemma":[0.9995963,0.00008973465,0.00009205847,0.00002007836,0.0001210054,0.00008080321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008692212,0.00005726761,0.9845408,0.00003287436,0.00001739087,0.000477539,0.001388055,0.0007628759,0.006142864,0.0001433334,0.0002379694,0.006111931],"study_design_scores_gemma":[0.000001562765,0.0000454283,0.9960333,0.000004737215,0.00001026549,0.00006910435,0.002421938,0.0008713522,0.0002763871,0.00001854644,0.0002436494,0.000003770676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987643,0.00002288765,0.0001151573,0.00001554425,0.000001016719,0.000009564174,0.0001898319,0.000002680182,0.0008789648],"genre_scores_gemma":[0.9985116,0.00003357124,0.0007548252,0.000007777679,9.159247e-7,0.00001836252,0.0002736588,0.00000168193,0.0003975679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1474638,"threshold_uncertainty_score":0.2932109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187032591407549,"score_gpt":0.2389070883763058,"score_spread":0.120203829235551,"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."}}