{"id":"W4237359457","doi":"10.31227/osf.io/gxm75","title":"PERTUMBUHAN DAN KANDUNGAN KARAGINAN RUMPUT LAUT Kappaphycus alvarezii PADA DOSIS MIKROORGANISME LOKAL (MOL) BUAH MAJA","year":2018,"lang":"id","type":"preprint","venue":"","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Animal science; Horticulture; Biology","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":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001082723,0.002014241,0.001761202,0.0002576896,0.001020192,0.0009583173,0.003190932,0.001289933,0.01930073],"category_scores_gemma":[0.00007570168,0.001860062,0.0009384724,0.0007570888,0.0009010104,0.0005812767,0.008801835,0.001703875,0.01139716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00099724,"about_ca_system_score_gemma":0.0002749559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02967602,"about_ca_topic_score_gemma":0.0150397,"domain_scores_codex":[0.9897305,0.000557342,0.001826413,0.003594434,0.001989414,0.002301885],"domain_scores_gemma":[0.994352,0.0001449675,0.0008984279,0.003178155,0.000117434,0.001309018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000885935,0.007003613,0.4244544,0.004815611,0.003350896,0.002058713,0.01118243,0.0007506186,0.1147176,0.005360951,0.254128,0.1712912],"study_design_scores_gemma":[0.003111492,0.002063291,0.12905,0.001084822,0.0008339012,0.0005698682,0.00292417,0.008023084,0.03965324,0.00155739,0.8037223,0.007406444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6687775,0.0002611977,0.00130551,0.002657241,0.004287737,0.00237033,0.0002374413,0.0005707482,0.3195323],"genre_scores_gemma":[0.9132352,0.0003683369,0.0006123981,0.001247878,0.001445324,0.0001733832,0.0003169981,0.0002546382,0.08234588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5495943,"threshold_uncertainty_score":0.99926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008850594796136093,"score_gpt":0.2060769119820484,"score_spread":0.1972263171859123,"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."}}