{"id":"W6929864441","doi":"10.5061/dryad.9kv93","title":"Data from: Male-mediated species recognition among African weakly electric fishes","year":2017,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Medical Case Reports and Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sympatric speciation; Electric fish; Reproductive isolation; Fish <Actinopterygii>; Mate choice; Animal communication","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":[0.001012236,0.0009865575,0.001212272,0.004399739,0.0006538629,0.001332243,0.00184287,0.001289709,0.0471153],"category_scores_gemma":[0.009982345,0.0002835966,0.001110902,0.005008899,0.0003704,0.0009456677,0.001993227,0.001038235,0.01858615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078024,"about_ca_system_score_gemma":0.002583729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241974,"about_ca_topic_score_gemma":0.02035048,"domain_scores_codex":[0.9987488,0.0001606526,0.0003837949,0.0003040124,0.0001976284,0.000205014],"domain_scores_gemma":[0.995884,0.001366302,0.001034413,0.0004810425,0.0008771666,0.0003570786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009616174,0.00009489474,0.06431296,0.01458325,0.0004666511,0.0007205101,0.000322774,0.0008137425,0.001176847,0.001621719,0.8901837,0.02474132],"study_design_scores_gemma":[0.0007060936,0.00008882929,0.1477898,0.005699775,0.0006976211,0.001689752,0.0009976455,0.001342273,0.002077629,0.002272023,0.8365139,0.0001246311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003722978,0.0006275595,0.0001568026,0.0002498444,0.00004419527,0.00006226169,0.9936364,0.0001421836,0.001357837],"genre_scores_gemma":[0.01277034,0.0008661395,0.0006839672,0.0001728145,0.00004021601,0.0004854223,0.9836847,0.000057983,0.001238456],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0471153,"threshold_uncertainty_score":0.1576164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07826955043057568,"score_gpt":0.3010552781320288,"score_spread":0.2227857277014531,"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."}}