{"id":"W6912708761","doi":"10.5281/zenodo.5185696","title":"Phyllium (Phyllium) brossardi Cumming, Le Tirant, and Teemsma 2017, new species","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vertex (graph theory); Lobe; Dorsum; Electrocution; Orange (colour)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002502803,0.000553383,0.0003357106,0.001733913,0.001363836,0.0004293548,0.0007881844,0.0006684019,0.005946958],"category_scores_gemma":[0.0004038204,0.0002472209,0.0002274173,0.0006546383,0.0006847092,0.001115626,0.0006400217,0.0007123757,0.002155803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007519406,"about_ca_system_score_gemma":0.0003191427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004948023,"about_ca_topic_score_gemma":0.01123013,"domain_scores_codex":[0.999879,0.00001235472,0.00001227452,0.00003894774,0.00003561157,0.00002174522],"domain_scores_gemma":[0.9998183,0.00002415371,0.00008842797,0.00001871046,0.00002437988,0.00002606215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000959177,0.0002397512,0.03945061,0.001567559,0.0001217613,0.006330065,0.005981791,0.0007421279,0.0974971,0.004862797,0.03088339,0.8113638],"study_design_scores_gemma":[0.0001566272,0.0006900226,0.3927667,0.00113661,0.0002111254,0.02984878,0.001886662,0.0008574565,0.005183379,0.001254507,0.5659287,0.00007954422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6803623,0.09455784,0.01249214,0.003139814,0.001893694,0.0007605575,0.004293574,0.001512752,0.2009873],"genre_scores_gemma":[0.9453679,0.01372664,0.01040604,0.001096206,0.0005043781,0.0002529602,0.002509676,0.00006041762,0.02607575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005946958,"threshold_uncertainty_score":0.0198946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06838070263232733,"score_gpt":0.2396818765822522,"score_spread":0.1713011739499249,"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."}}