{"id":"W2964492499","doi":"10.11646/zootaxa.4651.1.5","title":"Alpheus perlas, sp. nov., a new infaunal snapping shrimp from the Pacific coast of Panama (Malacostraca: Decapoda: Alpheidae)","year":2019,"lang":"en","type":"article","venue":"Zootaxa","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Biology; Chela; Decapoda; Malacostraca; Shrimp; Panama; Archipelago; Crustacean; Caridea; Peracarida; Fishery; Palaemonidae; Zoology; Ecology","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":[0.0001894996,0.0007287571,0.0003158687,0.001615537,0.00102967,0.0007510698,0.0003928441,0.0005895247,0.001926603],"category_scores_gemma":[0.0003847317,0.0002744704,0.0002176967,0.0008102735,0.0006682921,0.001115268,0.0009899319,0.0004836893,0.0008403439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290625,"about_ca_system_score_gemma":0.0002738282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004206167,"about_ca_topic_score_gemma":0.007664463,"domain_scores_codex":[0.9998407,0.00000923402,0.0000264534,0.00007328788,0.00003532935,0.0000149175],"domain_scores_gemma":[0.9997224,0.00004070884,0.0001197434,0.00002635026,0.00003617744,0.00005454749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000558073,0.0001559974,0.5453952,0.001353611,0.0002365335,0.01788567,0.009668812,0.0005565524,0.05918177,0.0005939829,0.002674378,0.3617395],"study_design_scores_gemma":[0.0000251677,0.0004811841,0.9222627,0.000342217,0.0002107385,0.03102558,0.004860935,0.0005579991,0.002098721,0.0005464826,0.03753667,0.00005150247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835008,0.005168198,0.001449319,0.0001674958,0.0001611183,0.00008826584,0.0006593733,0.0001360374,0.00866937],"genre_scores_gemma":[0.9884011,0.003032945,0.004444602,0.0003094073,0.0001048993,0.00008584911,0.0009773432,0.00001079772,0.00263316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004206167,"threshold_uncertainty_score":0.008363366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018383349320996,"score_gpt":0.2088396688042072,"score_spread":0.1986558353109973,"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."}}