{"id":"W4392149046","doi":"10.21203/rs.3.rs-3979989/v1","title":"Chemical surface densification of sugar maple through Michael addition reaction","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Plant-Derived Bioactive Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ProAmpac (Canada); Université Laval","funders":"Division of Materials Research; Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Maple; Sugar; Materials science; Chemistry; Biology; Botany; Food science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001004574,0.0004336718,0.0001243727,0.0001601776,0.0001092096,0.0001377349,0.000150729,0.0001365057,0.002084143],"category_scores_gemma":[0.00009922755,0.0001210235,0.0001716321,0.000156601,0.00009638674,0.0002570346,0.000175402,0.0004238391,0.0003236614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307811,"about_ca_system_score_gemma":0.0001054316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003109014,"about_ca_topic_score_gemma":0.00109758,"domain_scores_codex":[0.9999444,0.000006403913,0.000003261445,0.00001365154,0.00001805028,0.00001428418],"domain_scores_gemma":[0.9999458,0.00001124248,0.00002305806,0.000004040779,0.000008863298,0.000007184545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003257953,0.00002568167,0.00009112553,0.0001724138,0.000009291453,0.00007282185,0.00003503874,0.0001997172,0.9928359,0.0004024679,0.00009886482,0.006023996],"study_design_scores_gemma":[0.000002408207,0.0001431399,0.0005243964,0.00000483132,0.000008301949,0.00006230673,0.000009843785,0.0004856944,0.995321,0.00003243529,0.003401077,0.000004632484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610457,0.004162163,0.02347447,0.0001681556,0.00007767183,0.00009110127,0.0002460584,0.0002302324,0.01050425],"genre_scores_gemma":[0.9841075,0.002468885,0.007282259,0.00004799885,0.00001708052,0.00003510241,0.0001319098,0.00002047822,0.005888769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002084143,"threshold_uncertainty_score":0.006972134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08510082991592055,"score_gpt":0.3772736570773735,"score_spread":0.292172827161453,"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."}}