{"id":"W4293198172","doi":"","title":"Cemagref Seed and Pollen dryer ruled with water activity (aw)","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollen; Environmental science; Food science; Chemistry; Botany; Biology","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":[0.000204849,0.0003071226,0.0002448378,0.0003268456,0.0002990345,0.000369087,0.0002922982,0.0002946932,0.005311021],"category_scores_gemma":[0.0002847785,0.0001778179,0.0002747655,0.0003753135,0.0001456156,0.0002632785,0.0002489943,0.0003570617,0.0006073114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031867,"about_ca_system_score_gemma":0.0001969301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002909185,"about_ca_topic_score_gemma":0.007575538,"domain_scores_codex":[0.999841,0.00001430763,0.000009503601,0.00005612268,0.00006206045,0.00001691861],"domain_scores_gemma":[0.9998596,0.00004375425,0.00003172022,0.00001900314,0.00002768714,0.00001828878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003492087,0.00002762604,0.002096769,0.00009776505,0.000007884031,0.0001176294,0.00004746831,0.0003159828,0.9840986,0.0002787663,0.0003636615,0.01219855],"study_design_scores_gemma":[0.00006332817,0.0005617801,0.04107196,0.00001739435,0.00006375672,0.0003165333,0.00007463824,0.004351018,0.9304557,0.0001314911,0.02286049,0.00003190015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772792,0.001308281,0.007496214,0.0001631041,0.00006652551,0.0000783206,0.0009761058,0.0004686124,0.01216358],"genre_scores_gemma":[0.9672989,0.000482315,0.01158279,0.0001038643,0.0000151817,0.00008414623,0.0006640865,0.00009544825,0.01967324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005311021,"threshold_uncertainty_score":0.01776713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007170307019281867,"score_gpt":0.2019608010978545,"score_spread":0.1947904940785727,"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."}}