{"id":"W7100772700","doi":"","title":"JEAN-LIONEL PAYEUR-POIRIER","year":2011,"lang":"en","type":"article","venue":"","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Product (mathematics); Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00162652,0.001417532,0.001011358,0.001612512,0.002829049,0.003294288,0.001296311,0.002655,0.1005182],"category_scores_gemma":[0.004208766,0.000461636,0.0006560105,0.0006661583,0.0009713406,0.002123479,0.001339531,0.003510219,0.04058027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296578,"about_ca_system_score_gemma":0.002424543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01598814,"about_ca_topic_score_gemma":0.009527799,"domain_scores_codex":[0.9983751,0.0003438179,0.00005980673,0.0005187068,0.0005818909,0.0001207214],"domain_scores_gemma":[0.9966298,0.001133858,0.0001842508,0.0001320023,0.001035019,0.0008850021],"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":[0.002126862,0.0007065012,0.008991549,0.001199426,0.0001702495,0.004731975,0.003342939,0.00549204,0.02859367,0.05872716,0.4948415,0.3910761],"study_design_scores_gemma":[0.00008027423,0.0002017351,0.008049398,0.0001693407,0.00001580057,0.002298303,0.0008566357,0.001519323,0.006511751,0.002534167,0.9776733,0.00009004891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1068246,0.133309,0.07746737,0.1539003,0.05655382,0.0007730754,0.003970916,0.006727796,0.4604732],"genre_scores_gemma":[0.1246793,0.0235322,0.01290993,0.005682416,0.004766217,0.0002370044,0.0004590572,0.000833791,0.8268999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8994818,"threshold_uncertainty_score":0.3362669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03806632606797709,"score_gpt":0.1810158734071088,"score_spread":0.1429495473391317,"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."}}