{"id":"W4296034216","doi":"10.1002/ajb2.16068","title":"Phenotypic plasticity made simple, but not too simple","year":2022,"lang":"en","type":"article","venue":"American Journal of Botany","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Simple (philosophy); Phenotypic plasticity; Plasticity; Evolutionary biology; Ecology; Epistemology; Materials science","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":[0.001660427,0.0007977153,0.0008666525,0.0007534386,0.001732846,0.003660309,0.001713183,0.001865035,0.005272216],"category_scores_gemma":[0.005978921,0.0003710855,0.0008006109,0.0006594248,0.01156249,0.00687008,0.003877525,0.0040876,0.001541276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646333,"about_ca_system_score_gemma":0.001475992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314981,"about_ca_topic_score_gemma":0.001248227,"domain_scores_codex":[0.9981433,0.000375666,0.0001149564,0.0006661415,0.0005263615,0.0001735566],"domain_scores_gemma":[0.9976007,0.0006439043,0.0003512267,0.0007730389,0.0004069933,0.0002242423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008187084,0.00003090603,0.004829187,0.0004846349,0.0001027987,0.0009613456,0.0008932467,0.002615612,0.01908995,0.8640032,0.01001975,0.09688749],"study_design_scores_gemma":[0.00002170549,0.0001622987,0.01666571,0.0004035739,0.000133547,0.003357221,0.0007090591,0.003064364,0.008776056,0.725961,0.240589,0.0001565395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2001039,0.02764199,0.2722147,0.08390808,0.007408612,0.0002821341,0.00201928,0.001912507,0.4045089],"genre_scores_gemma":[0.9182935,0.006704111,0.03277944,0.007362545,0.001220883,0.0002159679,0.0003923987,0.0003976832,0.03263342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005272216,"threshold_uncertainty_score":0.01763731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818080535966232,"score_gpt":0.233579090812921,"score_spread":0.2153982854532587,"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."}}