{"id":"W6948566879","doi":"10.5281/zenodo.10694619","title":"PTN: A Target Enabling Package","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pleiotrophin; Quality (philosophy); Growth factor; Diversity (politics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003956145,0.0001094469,0.00008918297,0.0001597801,0.0006474689,0.0005467573,0.0005161834,0.00007303645,0.005819195],"category_scores_gemma":[0.0003788007,0.0001070595,0.00007861967,0.0003356116,0.00006212123,0.00001263066,0.0007297202,0.0001419197,0.004548954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002827717,"about_ca_system_score_gemma":0.000004690562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002924621,"about_ca_topic_score_gemma":1.415795e-7,"domain_scores_codex":[0.9988209,0.0001643986,0.0001511811,0.000414954,0.0001996035,0.0002489669],"domain_scores_gemma":[0.9993195,0.000008687018,0.00003090777,0.0003661751,0.0001506193,0.0001240925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001848201,0.00002328855,0.000001174391,0.00002450284,0.00005059307,0.00001728617,0.0001014336,0.00003515531,0.4794826,0.0002954476,0.510097,0.009853078],"study_design_scores_gemma":[0.0001197237,0.00009722427,0.0000134389,0.00002397307,0.00001207136,0.00008180084,0.00009417002,0.0004857351,0.04701866,0.00005807136,0.9518692,0.0001259168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1952786,0.005126936,0.1150539,0.005535432,0.0009588239,0.001232092,0.002119786,0.00327611,0.6714182],"genre_scores_gemma":[0.985467,0.0003071662,0.0007635744,0.0002320483,0.0003899789,4.725545e-8,0.005069461,0.001031948,0.00673876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7901884,"threshold_uncertainty_score":0.9962261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939756715061447,"score_gpt":0.2480336101737075,"score_spread":0.228636043023093,"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."}}