{"id":"W4414490677","doi":"10.5539/ijb.v17n1p45","title":"Gradients in Humidity and Water Availability in Plant Tissue Culture Tubes","year":2025,"lang":"en","type":"article","venue":"International Journal of Biology","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cincinnati","keywords":"Humidity; Agar; Relative humidity; Agar plate; Tube (container); Laboratory flask; Gellan gum","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006749565,0.0009382819,0.0007921325,0.000546446,0.0005423087,0.0009888818,0.001195582,0.000639936,0.002215433],"category_scores_gemma":[0.0005763755,0.0008847787,0.0005844842,0.0006439626,0.0005024935,0.0006838089,0.0008938956,0.002055294,0.001045278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754095,"about_ca_system_score_gemma":0.0004167453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351406,"about_ca_topic_score_gemma":0.002369412,"domain_scores_codex":[0.9979627,0.0003759539,0.0002173567,0.0006044856,0.0006298265,0.0002096743],"domain_scores_gemma":[0.9989754,0.0003055124,0.0002656278,0.0001510453,0.0001871125,0.0001152455],"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":[0.00005853572,0.00002479468,0.0002335824,0.000054919,0.000005204426,0.00002294256,0.00005538125,0.00005611434,0.9987811,0.00005367284,0.00006511196,0.0005884575],"study_design_scores_gemma":[0.00001862844,0.0002508964,0.00678683,0.00002431797,0.00004180892,0.0001345487,0.00009270859,0.001732775,0.9862006,0.0001003515,0.004576936,0.00003946519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8566392,0.005275386,0.1164265,0.0006769174,0.0007251785,0.001738673,0.005157907,0.002338435,0.0110218],"genre_scores_gemma":[0.8358282,0.003247601,0.1371615,0.0005185129,0.0001758867,0.00351848,0.005289253,0.0009093613,0.01335114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002215433,"threshold_uncertainty_score":0.00741142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779539017632172,"score_gpt":0.288824469078475,"score_spread":0.2710290789021533,"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."}}