{"id":"W4387304892","doi":"10.20944/preprints202309.2141.v1","title":"2-aminoindane-2-phosphonic acid (AIP) improves Cannabis sativa protoplast isolation and early cellular division","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Protoplast; Callus; Subculture (biology); Biology; Regeneration (biology); Transformation (genetics); Botany; Tissue culture; Cell biology; Biochemistry; In vitro; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00017543,0.0004440568,0.0003452675,0.0004149924,0.0003053219,0.0004116891,0.0004005971,0.0003054715,0.0011559],"category_scores_gemma":[0.0001972751,0.0002147474,0.0003361808,0.0002241967,0.000203909,0.0003842549,0.0004581919,0.0007747629,0.000431939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004453716,"about_ca_system_score_gemma":0.0004214947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226923,"about_ca_topic_score_gemma":0.004146675,"domain_scores_codex":[0.9997798,0.00002451355,0.00002253239,0.00005046056,0.00008709461,0.00003560196],"domain_scores_gemma":[0.999816,0.00004042669,0.00004308241,0.00002614446,0.00002981949,0.0000446026],"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":[0.00001574002,0.000006346893,0.00002476298,0.00001827232,9.252107e-7,0.0000217972,0.000007572477,0.00001327155,0.9994285,0.00001751165,0.00000618973,0.0004391209],"study_design_scores_gemma":[0.000003680757,0.00008715776,0.001715655,0.00000501618,0.000009910576,0.000163688,0.00001640395,0.0003287047,0.9952638,0.00001757629,0.002382724,0.000005579077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760957,0.003542399,0.01427443,0.0002241826,0.00006524995,0.0001402929,0.0005811607,0.0003728955,0.004703484],"genre_scores_gemma":[0.975,0.002184175,0.01366285,0.00008788679,0.00001718199,0.00008035088,0.00125538,0.0001424356,0.007569746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002226923,"threshold_uncertainty_score":0.004427969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04151095900213687,"score_gpt":0.2869987352849923,"score_spread":0.2454877762828555,"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."}}