{"id":"W6912509212","doi":"10.5281/zenodo.5888000","title":"Photinus pyralis","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enzyme; Parakeet; Lampyridae; Dextrorphan","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":[0.0000596142,0.0005976246,0.0001363104,0.0008207483,0.001118925,0.0003405519,0.0001811997,0.0001630313,0.01336233],"category_scores_gemma":[0.0001176066,0.0000934723,0.00006776592,0.0005467534,0.0002113517,0.0003677732,0.0005195878,0.0001854408,0.00589752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140908,"about_ca_system_score_gemma":0.0007935502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.158669,"about_ca_topic_score_gemma":0.3449246,"domain_scores_codex":[0.9999241,0.00000526084,0.000003858226,0.00002552069,0.00002398854,0.00001738036],"domain_scores_gemma":[0.9999418,0.000002705477,0.00001828264,0.000002933321,0.00001934328,0.00001495254],"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":[0.0009951403,0.0001764692,0.1684395,0.0006537377,0.00006499386,0.001833941,0.001940737,0.0004488967,0.1474051,0.005284841,0.05410302,0.6186536],"study_design_scores_gemma":[0.00002494334,0.0001275307,0.4875421,0.00009756022,0.00004189047,0.001783327,0.0009945994,0.0002216572,0.007131501,0.0004690565,0.5015346,0.00003118617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4589169,0.008716238,0.002798516,0.0005862066,0.0003323588,0.0002213841,0.008875499,0.0009432745,0.5186096],"genre_scores_gemma":[0.842958,0.003965862,0.003395494,0.0003577782,0.00006525854,0.00007514064,0.004835885,0.00006097349,0.1442856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.158669,"threshold_uncertainty_score":0.3154909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171910090278342,"score_gpt":0.1912202984991089,"score_spread":0.1695011975963255,"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."}}