{"id":"W3100890786","doi":"10.3897/zookeys.994.57160","title":"Stigmatopora harastii, a new species of pipefish in facultative associations with finger sponges and red algae from New South Wales, Australia (Teleostei, Syngnathidae)","year":2020,"lang":"en","type":"article","venue":"ZooKeys","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"University of the Philippines; NSW Department of Primary Industries; American Heart Association","keywords":"Biology; Teleostei; Type locality; Fish fin; Seagrass; Zoology; Ecology; Taxonomy (biology); Habitat; Fishery","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":[0.0001830691,0.0004585294,0.0004037174,0.001382734,0.001462931,0.000541728,0.0004081133,0.0005715499,0.00132149],"category_scores_gemma":[0.0003158191,0.0004859389,0.000387942,0.0005894902,0.001057446,0.001074511,0.001274215,0.0004997991,0.0005726563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004603489,"about_ca_system_score_gemma":0.0005595469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009998993,"about_ca_topic_score_gemma":0.02709433,"domain_scores_codex":[0.9997829,0.00001358645,0.00003008277,0.00009869727,0.00004789714,0.00002697546],"domain_scores_gemma":[0.9997299,0.00003305258,0.0000751371,0.00003200543,0.00005616603,0.00007372838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004874739,0.0001865889,0.6848935,0.0007058677,0.0001593629,0.009981046,0.01634969,0.0002561361,0.1669795,0.0003366781,0.0009798998,0.1186843],"study_design_scores_gemma":[0.00002090096,0.000303465,0.9814949,0.00005330882,0.00003964829,0.009683815,0.002120175,0.0001676582,0.0006859208,0.00006947605,0.005337345,0.00002336472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969313,0.0005233334,0.0005207986,0.00005959235,0.00002549605,0.0000551704,0.000140568,0.0000217297,0.001721909],"genre_scores_gemma":[0.994804,0.0006983753,0.001700656,0.0001640432,0.00002559623,0.00007299493,0.0004172413,0.00000614711,0.002110885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009998993,"threshold_uncertainty_score":0.01988161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07977781576527233,"score_gpt":0.226480897625392,"score_spread":0.1467030818601197,"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."}}