{"id":"W4409713999","doi":"10.35472/maximus.v2i2.1757","title":"Laboratory Scale Brachionus plicatilis Culture Technique with Natural Feeds Nannochloropsis oculata and Tetraselmis chuii in Marine Aquaculture Center Lampung, Teluk Pandan, Pesawaran","year":2024,"lang":"en","type":"article","venue":"Maximus","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emera (Canada)","funders":"","keywords":"Tetraselmis; Brachionus; Aquaculture; Biology; Food science; Algae; Botany; Fishery; Fish <Actinopterygii>; Larva","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":[],"consensus_categories":[],"category_scores_codex":[0.0001735888,0.000238582,0.0002159497,0.0000286674,0.0001394789,0.0001772084,0.0001901849,0.0001828709,0.000120226],"category_scores_gemma":[0.00002065266,0.00008685645,0.00005257325,0.0007552294,0.00008855457,0.0002699418,0.00009030764,0.0003450703,0.00001369788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004346386,"about_ca_system_score_gemma":0.00001868507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004072691,"about_ca_topic_score_gemma":0.003553472,"domain_scores_codex":[0.9987383,0.00006458787,0.0002268488,0.0004676785,0.0002300123,0.0002725451],"domain_scores_gemma":[0.9996251,0.00005854673,0.00005060046,0.0001010966,0.00007409302,0.00009055441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000231271,0.0002753864,0.4354892,0.0002392421,0.0001041072,0.0001806828,0.00204057,0.000001602541,0.2868888,0.0006345079,0.005911883,0.2680027],"study_design_scores_gemma":[0.0006455728,0.00044032,0.6504228,0.0003887393,0.00006427718,0.0001723578,0.001184769,0.0003614083,0.01225266,0.0006694271,0.3326003,0.000797333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99387,0.0008450132,0.00001222753,0.003425457,0.00006554428,0.0004599512,0.00008778975,0.0001763423,0.00105764],"genre_scores_gemma":[0.9966419,0.0001183236,0.0004889838,0.0004703823,0.0001847978,0.00009325476,0.0003324698,0.00000387672,0.001665978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3266885,"threshold_uncertainty_score":0.3541903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005187026410067254,"score_gpt":0.1966648787359063,"score_spread":0.191477852325839,"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."}}