{"id":"W6948697246","doi":"10.5281/zenodo.10566551","title":"FIGURE 25 in A problematic species complex for Lasioglossum subgeneric diagnostics in North America (Hymenoptera: Halictidae)","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Arrow; Taxonomy (biology); Ecological succession","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":[0.0003761705,0.0004042396,0.0001745472,0.002024941,0.001825903,0.0008302989,0.000572474,0.0005285516,0.1032703],"category_scores_gemma":[0.0008755324,0.0001711123,0.0001662208,0.001726604,0.0005705357,0.0007635364,0.001148282,0.0005261101,0.01158231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005299645,"about_ca_system_score_gemma":0.0007588504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02299223,"about_ca_topic_score_gemma":0.1120177,"domain_scores_codex":[0.9996966,0.00005629823,0.00002103852,0.00007062754,0.00008400532,0.00007140653],"domain_scores_gemma":[0.9995087,0.00005612288,0.0001064416,0.00004860227,0.0001789487,0.0001011371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002316215,0.00008829475,0.1198347,0.0004890203,0.00003386212,0.001781397,0.004102858,0.0003092928,0.01046626,0.01542521,0.6442495,0.202988],"study_design_scores_gemma":[0.00002862727,0.00004665492,0.246738,0.0001947895,0.00003801267,0.002690211,0.004246778,0.0004984514,0.001217455,0.002284196,0.7419957,0.00002114231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2862661,0.003188,0.01821149,0.00874749,0.002580816,0.001572435,0.05229914,0.003190888,0.6239436],"genre_scores_gemma":[0.6409832,0.001448168,0.05691623,0.002292763,0.0002967973,0.001456587,0.04004119,0.000918366,0.2556466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9770077,"threshold_uncertainty_score":0.3454735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686939548593649,"score_gpt":0.2470627914356852,"score_spread":0.2001933959497487,"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."}}