{"id":"W6892360954","doi":"10.5281/zenodo.10247345","title":"Philhygra pseudomagniceps Klimaszewski and Chandler 2023, sp. n.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Shore; Holotype; Alder; Debris; Beech; Plant litter; Swamp; Promontory","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001492778,0.0009426645,0.0004388937,0.002608897,0.001897995,0.0005900653,0.0008063213,0.0008193014,0.01506394],"category_scores_gemma":[0.000628995,0.0004269608,0.0002300468,0.002047196,0.0009758185,0.002496041,0.001336892,0.0009019872,0.006679503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196863,"about_ca_system_score_gemma":0.0006423346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02234109,"about_ca_topic_score_gemma":0.03786644,"domain_scores_codex":[0.9997835,0.00001705882,0.00002317693,0.00005990967,0.00008681108,0.00002966527],"domain_scores_gemma":[0.999731,0.00005081739,0.0001346609,0.00002104373,0.00003749895,0.00002493273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009058266,0.0002630255,0.03655161,0.001461474,0.0001991398,0.006191693,0.003675,0.001733799,0.02863736,0.006836124,0.05188826,0.8616568],"study_design_scores_gemma":[0.0002230957,0.0004279258,0.5736196,0.00134071,0.000420767,0.03098927,0.004188243,0.001168532,0.004594557,0.004426982,0.3784854,0.000114793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3763539,0.03896321,0.006806595,0.002300231,0.001822414,0.001210932,0.01038337,0.001039336,0.56112],"genre_scores_gemma":[0.939347,0.008743572,0.005800975,0.0009341573,0.0004620742,0.0004714791,0.00323788,0.00006116983,0.04094186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02234109,"threshold_uncertainty_score":0.05039388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302562767038902,"score_gpt":0.2224029176911683,"score_spread":0.1993772900207793,"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."}}