{"id":"W4302041454","doi":"","title":"Leaf Wetness Duration modeling : physical processes, plant and canopy properties","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Leaf Properties and Growth Measurement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de Recherche et de Développement en Agroenvironnement","funders":"","keywords":"Canopy; Duration (music); Environmental science; Ecology; Physics; Biology; Acoustics","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":[0.0004121102,0.0006113196,0.0007072726,0.0002488868,0.000260533,0.0007691123,0.001451045,0.001067546,0.0008200945],"category_scores_gemma":[0.001096667,0.0004569469,0.000710051,0.0005222609,0.0002240801,0.0009530004,0.0004450871,0.0005915062,0.000204949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007308414,"about_ca_system_score_gemma":0.0009702432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0343086,"about_ca_topic_score_gemma":0.01945325,"domain_scores_codex":[0.9998709,0.00003152405,0.000007046178,0.00004566104,0.00002692337,0.00001788451],"domain_scores_gemma":[0.9996401,0.0002108655,0.00004084131,0.0000368577,0.00004024055,0.00003100747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002717365,0.0000556589,0.002137078,0.0000588756,0.00004102374,0.00003481049,0.00003477406,0.984272,0.004364405,0.001328375,0.0006900571,0.006955751],"study_design_scores_gemma":[0.00000382685,0.000004683723,0.0009823177,0.000002617697,0.00000985365,0.000006838644,0.000003717557,0.997878,0.0003827661,0.0004588673,0.0002620679,0.000004507249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.50592,0.002433059,0.476764,0.0009935596,0.0001044058,0.00009547615,0.002144197,0.001448368,0.01009692],"genre_scores_gemma":[0.9690502,0.0006407072,0.02434615,0.00006703329,0.00006793311,0.00009691192,0.0009510706,0.000211618,0.004568432],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0343086,"threshold_uncertainty_score":0.06821781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04949053318393096,"score_gpt":0.2101196718156063,"score_spread":0.1606291386316753,"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."}}