{"id":"W6968273993","doi":"10.5281/zenodo.15831341","title":"Hylaeus (Spatulariella) punctatus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Aquatic animal; Tamarix; Period (music)","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":[0.0001901783,0.0004230687,0.0002408237,0.001287122,0.001029391,0.0001974546,0.0003497856,0.0003992919,0.01378599],"category_scores_gemma":[0.0003569523,0.0001762075,0.0002255412,0.0006469837,0.0007731778,0.0006804606,0.001018882,0.0003504941,0.006407955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720199,"about_ca_system_score_gemma":0.0001638483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003994522,"about_ca_topic_score_gemma":0.00957171,"domain_scores_codex":[0.9998782,0.00002228533,0.00001349409,0.00004073647,0.00002888659,0.00001642446],"domain_scores_gemma":[0.9998017,0.00003579039,0.00009172639,0.00002484709,0.000026821,0.00001904017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008512558,0.0003370912,0.1553601,0.001229643,0.0002149668,0.003562429,0.005095173,0.00228273,0.09603102,0.005529468,0.02302888,0.7064772],"study_design_scores_gemma":[0.00009217856,0.0004842877,0.854598,0.0003788898,0.0001106063,0.007231547,0.001803404,0.0009739456,0.00628007,0.001261086,0.1267477,0.00003826871],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385477,0.004764563,0.00717813,0.0004454208,0.0003643801,0.0002361055,0.003235227,0.0008562607,0.1443723],"genre_scores_gemma":[0.9804731,0.0007384482,0.003105993,0.0002500158,0.00008539954,0.0001082114,0.00103629,0.00003080696,0.01417177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01378599,"threshold_uncertainty_score":0.04611874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959203483750854,"score_gpt":0.2033473171365606,"score_spread":0.183755282299052,"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."}}