{"id":"W6892451737","doi":"10.5281/zenodo.10166468","title":"Aphis pilicornis Hartig 1841","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Alate; Aphis; Key (lock); Genus; clone (Java method)","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":[0.0001000519,0.0006650229,0.0002930578,0.001474725,0.001085616,0.0005658684,0.0005449812,0.0005387946,0.01154304],"category_scores_gemma":[0.000322518,0.0001755049,0.0001468127,0.0009997226,0.0005158795,0.0008134766,0.0007527468,0.0005151829,0.005385998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005731474,"about_ca_system_score_gemma":0.000321036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006787819,"about_ca_topic_score_gemma":0.009283152,"domain_scores_codex":[0.9997831,0.00002005951,0.00001801654,0.00006455699,0.00007924169,0.00003501665],"domain_scores_gemma":[0.9998664,0.00002449065,0.00004638878,0.00001866754,0.00003240794,0.00001169026],"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":[0.0002083505,0.0001065704,0.02365843,0.0006851286,0.00007647029,0.00247748,0.001078511,0.0003209982,0.02184992,0.00335221,0.03113949,0.9150465],"study_design_scores_gemma":[0.00005081302,0.0002537534,0.3236038,0.0005458373,0.0001173224,0.01562368,0.001157028,0.0005010862,0.005226069,0.001522861,0.6513517,0.00004595155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3168565,0.02523755,0.007594069,0.0008205286,0.002076356,0.000598711,0.005067982,0.00172177,0.6400266],"genre_scores_gemma":[0.9405785,0.009094246,0.004771817,0.0007377228,0.0005202212,0.0001232487,0.002664878,0.00007519231,0.0414341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01154304,"threshold_uncertainty_score":0.03861529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859878290534392,"score_gpt":0.2285857211502991,"score_spread":0.1799869382449552,"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."}}