{"id":"W4390475189","doi":"10.5376/ija.2023.13.0013","title":"Exploring the Changes in Indicators of Non-indigenous Pearl Oyster &lt;i&gt;Pinctada imbricata radiata&lt;/i&gt;","year":2023,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Pearl; Radiata; Pearl oyster; Aquaculture; Oyster; Shellfish; Indigenous; Mariculture; Pacific oyster; Biology; Geography; Fish <Actinopterygii>; Aquatic animal; Ecology; Crassostrea; Agronomy","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":[0.0003650173,0.0004012891,0.0003531804,0.001113069,0.0001617712,0.0006299555,0.0002957639,0.0002545328,0.0006228613],"category_scores_gemma":[0.0004429519,0.0001145829,0.0003640325,0.001225895,0.0002290214,0.0005782836,0.0003391745,0.0002265683,0.0001418953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002494534,"about_ca_system_score_gemma":0.0005419932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003861408,"about_ca_topic_score_gemma":0.008911852,"domain_scores_codex":[0.9998197,0.00001876431,0.00003040241,0.00007253455,0.00004631368,0.00001229036],"domain_scores_gemma":[0.9996608,0.00006775068,0.0001315377,0.00001231586,0.0001115635,0.00001599617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003750233,0.0001492056,0.2048796,0.02322681,0.0008862672,0.001501194,0.001737166,0.0007611814,0.2493606,0.0006954371,0.001697699,0.5147299],"study_design_scores_gemma":[0.000009108127,0.0008092775,0.9252325,0.001190973,0.0008062054,0.001509207,0.002272657,0.000289298,0.02587407,0.0003992974,0.04154876,0.00005872878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6704584,0.3128712,0.003654763,0.0005678703,0.0001483818,0.00006444519,0.002133176,0.00004722989,0.01005449],"genre_scores_gemma":[0.7478629,0.2394378,0.005259108,0.000603396,0.0000833533,0.00008726159,0.00208809,0.00001931407,0.004558713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003861408,"threshold_uncertainty_score":0.007677853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174131766466786,"score_gpt":0.2569248489698298,"score_spread":0.235183531305162,"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."}}