{"id":"W2128318082","doi":"10.3897/zookeys.103.953","title":"Fish, fans and hydroids: host species of pygmy seahorses","year":2011,"lang":"en","type":"article","venue":"ZooKeys","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences; Lembaga Ilmu Pengetahuan Indonesia; University of the Ryukyus; McGill University; Universiti Malaysia Sabah; Koninklijke Nederlandse Akademie van Wetenschappen; Universiteit Leiden; National Geographic Society","keywords":"Biology; Seahorse; Host (biology); Ecology; Zoology; Fish <Actinopterygii>; Fishery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001580701,0.0003028683,0.0002124745,0.001569832,0.0003116314,0.0002630564,0.0001716756,0.0002216652,0.003552408],"category_scores_gemma":[0.0003664409,0.0001185718,0.0001518884,0.001326758,0.0004153851,0.0005974356,0.0006184127,0.0001428618,0.0003877374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259852,"about_ca_system_score_gemma":0.0001232579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003236497,"about_ca_topic_score_gemma":0.007843897,"domain_scores_codex":[0.9999305,0.00001526748,0.0000128035,0.00001427405,0.00001175803,0.00001539459],"domain_scores_gemma":[0.9998926,0.00003253769,0.0000408137,0.000004326364,0.000008552292,0.00002116945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007453615,0.00009173137,0.7123936,0.001641715,0.0001335751,0.006544158,0.005910883,0.0004060898,0.01466071,0.0005528876,0.001791568,0.2551277],"study_design_scores_gemma":[0.000004773091,0.0003332794,0.9816233,0.0002247453,0.00003216217,0.00491286,0.003028166,0.00007247546,0.0003202703,0.0001758949,0.009262211,0.000009709203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710938,0.02492219,0.0001904693,0.0001831383,0.00002307707,0.00001459508,0.000247063,0.00001212749,0.003313557],"genre_scores_gemma":[0.9614354,0.03285732,0.001005118,0.0001377605,0.00007480585,0.00002193174,0.0003652741,0.000008197841,0.004094068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003552408,"threshold_uncertainty_score":0.01188397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05409571245831228,"score_gpt":0.1889220649104728,"score_spread":0.1348263524521605,"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."}}