{"id":"W4412785016","doi":"10.3390/plants14142220","title":"Bracts, Buds, and Biases: Uncovering Gaps in Trichome Density Quantification and Cannabinoid Concentration in Cannabis sativa L.","year":2025,"lang":"en","type":"review","venue":"Plants","topic":"Plant Parasitism and Resistance","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Trichome; Bract; Cannabinoid; Biology; Cannabis sativa; Biotechnology; Biochemical engineering; Computer science; Botany; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001459611,0.0005087396,0.0007519628,0.002632332,0.0005680074,0.00158063,0.0006620151,0.0006668011,0.001213948],"category_scores_gemma":[0.001414282,0.0003026957,0.0006768268,0.002077292,0.0008403923,0.001460866,0.0008408229,0.0007376763,0.0003542654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078902,"about_ca_system_score_gemma":0.001363379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007777128,"about_ca_topic_score_gemma":0.02071178,"domain_scores_codex":[0.9991632,0.0001458186,0.00007472752,0.0002241074,0.0003427312,0.00004963098],"domain_scores_gemma":[0.9989409,0.000552673,0.0001863652,0.00006128472,0.0002258351,0.00003299206],"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":[0.0003639501,0.00003649437,0.0192716,0.02217196,0.0003905537,0.001236458,0.001814221,0.0008389334,0.3635309,0.005475606,0.002257951,0.5826114],"study_design_scores_gemma":[0.00002496788,0.0005733998,0.2995522,0.00946044,0.002334255,0.005278862,0.005954219,0.003969176,0.1749779,0.01492478,0.4826281,0.0003214841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1683593,0.7692416,0.03857978,0.002253448,0.0004093037,0.0001140849,0.003280288,0.0003573096,0.01740493],"genre_scores_gemma":[0.6254033,0.3303563,0.02904634,0.002159667,0.0001812562,0.0001697354,0.003842556,0.0002144738,0.008626351],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007777128,"threshold_uncertainty_score":0.01546371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240967464447403,"score_gpt":0.2779584199520767,"score_spread":0.2455487453076026,"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."}}