{"id":"W6931123857","doi":"10.5281/zenodo.5576296","title":"Plant-pollinator specialization: Origin and measurement of curvature","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvature; Tangent; Line (geometry); Differential geometry; Arc length; Pollinator; Torsion of a curve; Center of curvature","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":[0.0009599595,0.0004499423,0.0004001506,0.001240985,0.0004543928,0.0008201075,0.0009463198,0.0006329846,0.004449662],"category_scores_gemma":[0.002013207,0.0005036235,0.0003121244,0.001230079,0.0008887609,0.0007250744,0.001210633,0.0007698419,0.002520322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000686648,"about_ca_system_score_gemma":0.0004750254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119706,"about_ca_topic_score_gemma":0.001907668,"domain_scores_codex":[0.9990205,0.0001669417,0.00004667058,0.000370446,0.0003167878,0.00007872916],"domain_scores_gemma":[0.999008,0.000209516,0.0001844323,0.000269279,0.0002029419,0.0001258762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001890774,0.00002744712,0.006267846,0.0002627169,0.00001972324,0.00009206642,0.0002831532,0.00102482,0.931842,0.006590244,0.0009949594,0.05240589],"study_design_scores_gemma":[0.00002142929,0.0002657323,0.07666934,0.00005122154,0.00003790299,0.0009893886,0.0001991801,0.02048775,0.866007,0.003413588,0.03173955,0.0001179047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2369655,0.002489965,0.7395095,0.0002815847,0.0001003198,0.0003948379,0.002601848,0.003467614,0.01418872],"genre_scores_gemma":[0.5509152,0.001881434,0.4332535,0.0001129343,0.0000330162,0.0007253216,0.002326092,0.0009600483,0.009792388],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004449662,"threshold_uncertainty_score":0.0148856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06977859986221946,"score_gpt":0.2761545558749817,"score_spread":0.2063759560127622,"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."}}