{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001829654,0.0005650491,0.000490278,0.0002821468,0.0004463586,0.0008321128,0.0003165042,0.0003587099,0.005295837],"category_scores_gemma":[0.0002235877,0.0002201355,0.0003798836,0.0002995561,0.0002687958,0.0005209632,0.0004682526,0.0007540304,0.001001631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004617469,"about_ca_system_score_gemma":0.0004094888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238964,"about_ca_topic_score_gemma":0.004193549,"domain_scores_codex":[0.9997584,0.00003428962,0.00001585572,0.00006426191,0.00008741478,0.00003980778],"domain_scores_gemma":[0.9997861,0.00004309649,0.00004111433,0.00002104032,0.00006452161,0.00004425566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004100261,0.00008968371,0.001536779,0.0003506641,0.000020089,0.0001402962,0.0001764039,0.00009011237,0.9873399,0.0001485899,0.0002027453,0.00949471],"study_design_scores_gemma":[0.00002893822,0.001817345,0.02588448,0.00006725799,0.00008307733,0.0004428989,0.0007709648,0.0004574481,0.9417443,0.0003095497,0.02835734,0.00003633029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753259,0.005176306,0.004412047,0.0002925052,0.0001110166,0.0001346517,0.0009532558,0.0002559279,0.01333833],"genre_scores_gemma":[0.9544484,0.002143018,0.006716756,0.0002219281,0.00002478817,0.0001997289,0.001290661,0.0001132752,0.03484147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005295837,"threshold_uncertainty_score":0.01771635,"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."}}