{"id":"W6930732751","doi":"10.5281/zenodo.15218355","title":"Empis (Enoplempis) spokanensis Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Holotype; Seta; Paratype; Dorsum; Basal (medicine)","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":[0.0003100224,0.001576814,0.0006071586,0.002205373,0.002452329,0.0007908006,0.0009438521,0.001032167,0.01472398],"category_scores_gemma":[0.0005418546,0.0004258683,0.0002944205,0.002013218,0.0009743701,0.002263045,0.0009304141,0.001727316,0.01181762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345021,"about_ca_system_score_gemma":0.0009025206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03049192,"about_ca_topic_score_gemma":0.08446825,"domain_scores_codex":[0.9997368,0.00002036682,0.0000342088,0.00009982979,0.00007139612,0.00003733382],"domain_scores_gemma":[0.999727,0.00003656052,0.00008222547,0.00003053781,0.00008949944,0.00003421002],"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":[0.0003984073,0.0002266247,0.02517101,0.001038208,0.0001736005,0.002897104,0.001562821,0.0009298612,0.01094587,0.002504393,0.08047906,0.873673],"study_design_scores_gemma":[0.0001537093,0.0003350308,0.3619492,0.001627748,0.0004187528,0.01223198,0.003999389,0.0009323806,0.003731216,0.001254749,0.6132851,0.00008080737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2370788,0.02839507,0.01402152,0.002119622,0.003727663,0.002448152,0.02342052,0.001901083,0.6868876],"genre_scores_gemma":[0.715363,0.02783425,0.03423887,0.003172402,0.001253256,0.002410141,0.02712214,0.0002622399,0.1883436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03049192,"threshold_uncertainty_score":0.06062889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617586844130061,"score_gpt":0.2328272885413,"score_spread":0.2166514200999994,"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."}}