{"id":"W2165261363","doi":"10.51847/xw16dav","title":"10.51847/xw16dav","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Explant culture; Callus; Kinetin; Biology; Sorghum; Botany; Inflorescence; Murashige and Skoog medium; Horticulture; In vitro; Agronomy; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003148525,0.00006956996,0.00005501333,0.00001088037,0.0000433801,0.00001293632,0.00007834676,0.00007036238,0.7921888],"category_scores_gemma":[0.000007351297,0.00005924645,0.00002836181,0.00003739633,0.00001520227,0.000001437069,0.00001375723,0.00002258759,0.7762554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003944562,"about_ca_system_score_gemma":0.00001885333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009872167,"about_ca_topic_score_gemma":0.000001584838,"domain_scores_codex":[0.9996195,0.00001351562,0.00006475098,0.000146019,0.00004847292,0.0001077065],"domain_scores_gemma":[0.9997774,0.000001402397,0.000009355233,0.0001347374,0.00001813008,0.00005897842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004773659,0.00001997756,2.130042e-7,0.000001659356,0.00001470339,0.00000224623,0.000005653038,0.0001009759,0.293938,7.052722e-7,0.192657,0.5132111],"study_design_scores_gemma":[0.00009396841,0.0001069539,0.000008733209,0.000002594024,0.000006225055,0.00001530783,2.67544e-7,0.00001262156,0.03480603,2.26243e-7,0.9648549,0.00009220654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01729925,0.0004713182,0.000006710922,0.0002822127,0.000003626605,0.0001003775,0.00001727902,0.00002135776,0.9817979],"genre_scores_gemma":[0.002106978,0.000002932259,0.00007060661,0.0001049423,0.0002983507,0.000007543826,0.000243579,0.00000842612,0.9971566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7721979,"threshold_uncertainty_score":0.2416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004856488985769318,"score_gpt":0.1826102468748263,"score_spread":0.177753757889057,"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."}}