{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005988215,0.0001238978,0.0002328581,0.000009829693,0.00005140224,0.00004586184,0.0001079291,0.00007768632,0.000717287],"category_scores_gemma":[0.0001681714,0.00005483279,0.00003214706,0.0002790408,0.00004579951,0.0001457235,0.00003272047,0.00009970485,0.00003192503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001582617,"about_ca_system_score_gemma":0.00003299984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310638,"about_ca_topic_score_gemma":0.005197133,"domain_scores_codex":[0.9991385,0.00005161176,0.00023254,0.0002317575,0.0001990699,0.0001464703],"domain_scores_gemma":[0.9994495,0.000181438,0.0001720732,0.00003070162,0.00004361644,0.0001226619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009145959,0.00003738134,0.9633611,0.000008226735,0.00004983702,0.00001014748,0.01254429,0.000007811938,0.01491798,0.0002430492,0.004658564,0.004070106],"study_design_scores_gemma":[0.0003678293,0.000147363,0.9931049,0.00005094476,0.00002525112,1.830026e-7,0.002819302,0.00006839378,0.001815258,0.0006868695,0.0007783031,0.0001354544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922902,0.00006218172,0.00006416723,0.006978311,0.00001483473,0.0001721598,0.00008842377,0.0000260722,0.0003036787],"genre_scores_gemma":[0.9958448,0.00001217185,0.0007334903,0.0002923056,0.0001388227,0.00000340414,0.0001379185,0.000001120431,0.002835927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0297437,"threshold_uncertainty_score":0.9934654,"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."}}