{"id":"W4387219717","doi":"10.1016/j.biosystems.2023.105044","title":"Macroevolution, differentiation trees, and the growth of coding systems","year":2023,"lang":"en","type":"article","venue":"Biosystems","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Multicellular organism; Macroevolution; Biology; Morphogenesis; Cellular differentiation; Evolutionary biology; Gene; Phylogenetics; Genetics","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":[0.0009387952,0.0002598636,0.000246728,0.001091252,0.0006748472,0.001048813,0.0005848112,0.0005158534,0.001834476],"category_scores_gemma":[0.004280197,0.0002330454,0.0002281832,0.0006994655,0.001018715,0.001170002,0.0007776505,0.0008802037,0.0002812913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008835596,"about_ca_system_score_gemma":0.0003593964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002295292,"about_ca_topic_score_gemma":0.004034874,"domain_scores_codex":[0.9996772,0.00009484332,0.00001849587,0.0001019532,0.00005578891,0.00005185015],"domain_scores_gemma":[0.9957471,0.002605861,0.0005345102,0.0002874203,0.0004631751,0.0003619106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009030926,0.0001371998,0.3107631,0.0002187166,0.0002306125,0.0008014913,0.004060976,0.02943099,0.473108,0.06460265,0.0006477899,0.1150954],"study_design_scores_gemma":[0.00005862505,0.0003249958,0.8430343,0.00005390429,0.0001511818,0.00141185,0.001247351,0.07899292,0.02678999,0.04120832,0.006607123,0.0001195229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924033,0.0004425788,0.004772531,0.0001306502,0.00000472236,0.000003572404,0.00009691293,0.00002340217,0.002122394],"genre_scores_gemma":[0.9969625,0.0001495491,0.002057798,0.00002240105,0.000009309159,0.000007705966,0.0001077881,0.00002743312,0.0006555349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002295292,"threshold_uncertainty_score":0.006410718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635001283955069,"score_gpt":0.1842870835284164,"score_spread":0.1679370706888657,"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."}}