{"id":"W4412815271","doi":"10.13170/depik.0.0.46932","title":"Coral recruitment enhancement in fish shelter media composed of fly ash and nickel slag on Obi Island, South Halmahera","year":2025,"lang":"en","type":"article","venue":"DEPIK","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Fly ash; Fish <Actinopterygii>; Coral; Nickel; Fishery; Environmental science; Materials science; Metallurgy; Oceanography; Geology; Biology; Composite material","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":[0.00008931092,0.0001356317,0.0001338476,0.000429078,0.0006399,0.0002362065,0.0002298661,0.0001189254,0.001678074],"category_scores_gemma":[0.000200169,0.000101573,0.0001297217,0.0003325564,0.000388045,0.0001375457,0.0006156335,0.0001606904,0.0001749149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008261352,"about_ca_system_score_gemma":0.0008185398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06113801,"about_ca_topic_score_gemma":0.3486081,"domain_scores_codex":[0.9999356,0.000005690648,0.000002997497,0.00001973419,0.00001621299,0.0000197247],"domain_scores_gemma":[0.9998637,0.000009472926,0.00004093207,0.000006891522,0.0000239467,0.00005509031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002927801,0.000091724,0.9360745,0.0001189912,0.00003358081,0.001497368,0.003271122,0.0002901124,0.03963097,0.0001147723,0.0006277177,0.01795634],"study_design_scores_gemma":[0.000002131758,0.00006082381,0.9978774,0.000004509878,0.000004444619,0.00005619159,0.001213534,0.00007871688,0.0002506571,0.000006284568,0.0004432709,0.000002090788],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993161,0.00001356342,0.00001317923,0.000009885079,7.355357e-7,0.00000406169,0.0000481948,0.000002085697,0.000592325],"genre_scores_gemma":[0.9983366,0.00003218816,0.0001202048,0.000009559669,8.315146e-7,0.00001026823,0.00009718721,0.000001225487,0.001391993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06113801,"threshold_uncertainty_score":0.1215643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697741968773589,"score_gpt":0.2402446296458815,"score_spread":0.2032672099581456,"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."}}