{"id":"W2952791106","doi":"10.1371/journal.pone.0207569","title":"Moisture adsorption isotherms and quality of seeds stored in conventional packaging materials and hermetic Super Bag","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Seed Germination and Physiology","field":"Agricultural and Biological Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Higher Education Commision, Pakistan; University of Agriculture, Faisalabad; Higher Education Commission, Pakistan; Alberta Agricultural Research Institute","keywords":"Germination; Moisture; Water content; Relative humidity; Horticulture; Polypropylene; Materials science; Crop; Humidity; Agronomy; Composite material; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001710674,0.00004646001,0.0001479726,0.000008914742,0.00001319257,0.000008732459,0.00003009615,0.00005001728,0.0008224089],"category_scores_gemma":[0.00001768793,0.00002052138,0.0000111012,0.00005532405,0.00003693777,0.000045264,0.00001836222,0.00003141851,0.000006497445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004940755,"about_ca_system_score_gemma":0.000001821771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001190773,"about_ca_topic_score_gemma":0.00005938492,"domain_scores_codex":[0.9995168,0.00009612625,0.0001273709,0.0001135354,0.0000793794,0.00006681061],"domain_scores_gemma":[0.9998045,0.00008122646,0.00004801337,0.00002081297,0.00002608417,0.00001938796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002837218,0.0001126484,0.1004097,0.00003615657,0.000007750431,4.658999e-8,0.00007728381,1.630062e-7,0.898598,0.0003666745,0.000002109528,0.0003611426],"study_design_scores_gemma":[0.0001984218,0.00006873512,0.9598324,0.00003624359,0.000004181687,2.527388e-7,0.0001313709,0.00001671521,0.03917222,0.0004733154,0.00001581167,0.00005032321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993346,0.00007600967,7.313334e-8,0.0003235579,0.00001815901,0.0001146845,0.00002534045,0.000006823888,0.0001007285],"genre_scores_gemma":[0.9995012,0.00002990573,0.00002494369,0.00007693347,0.00002846264,0.000004209667,0.00003611394,4.230049e-7,0.0002977623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8594257,"threshold_uncertainty_score":0.9004801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04551624287056086,"score_gpt":0.2380769382534093,"score_spread":0.1925606953828485,"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."}}