{"id":"W2952039411","doi":"10.1016/j.mex.2019.06.007","title":"Usage of UV-curable oligomer-based adhesive agent in hermatypic coral experimental research","year":2019,"lang":"en","type":"article","venue":"MethodsX","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Hermatypic coral; Coral; Polycarbonate; Adhesive; Coral bleaching; Oligomer; Coral reef; Substrate (aquarium); Materials science; Nanotechnology; Environmental science; Ecology; Composite material; Biology; Polymer chemistry; Layer (electronics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00043916,0.000615991,0.0003190436,0.0005647818,0.0004685397,0.000292783,0.0004119679,0.0004364979,0.001917831],"category_scores_gemma":[0.0002341514,0.0002474364,0.000338714,0.0004204235,0.0002948092,0.0002473357,0.0004304153,0.0009190802,0.0004529011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349449,"about_ca_system_score_gemma":0.000375889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008597177,"about_ca_topic_score_gemma":0.001957069,"domain_scores_codex":[0.9994259,0.00009023464,0.00006916405,0.000167363,0.0001680424,0.0000793124],"domain_scores_gemma":[0.9996163,0.00005700792,0.0001203492,0.00008621717,0.00005088565,0.00006919345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005755889,0.0001195986,0.0001906328,0.00003287072,0.00000223713,0.00004577914,0.00003380316,0.00005854873,0.9983155,0.00005637303,0.00002303455,0.001064133],"study_design_scores_gemma":[0.00003053208,0.002576527,0.006362606,0.00001516554,0.00003190623,0.0002431662,0.0000941303,0.0005662989,0.9858847,0.00006416533,0.004111815,0.00001893467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9862091,0.0008484157,0.008917977,0.00004897383,0.00007413024,0.0006146179,0.0004332087,0.0001050178,0.002748596],"genre_scores_gemma":[0.9348175,0.002363543,0.04880146,0.0001173807,0.00003287927,0.002713731,0.0009313473,0.00008867248,0.01013347],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001917831,"threshold_uncertainty_score":0.006415784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08655835018746064,"score_gpt":0.3818613655288948,"score_spread":0.2953030153414341,"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."}}