{"id":"W4283699007","doi":"10.32942/osf.io/mtxuk","title":"PHENOTYPIC PLASTICITY MADE SIMPLE, BUT NOT TOO SIMPLE","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Phenotypic plasticity; Biology; Trait; Adaptation (eye); Evolutionary biology; Ecology; Phenotypic trait; Population; Phenotype; Genetics; Neuroscience; Computer science; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007217788,0.0006151748,0.0007181485,0.0004638638,0.0007103829,0.002324556,0.0007884564,0.0009707378,0.007287183],"category_scores_gemma":[0.004976515,0.0003152129,0.0005548164,0.0005011423,0.003162855,0.004313668,0.002249433,0.002510682,0.002296114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000648402,"about_ca_system_score_gemma":0.0004788013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000560042,"about_ca_topic_score_gemma":0.0004426795,"domain_scores_codex":[0.9991382,0.0001504827,0.00004445037,0.0003378603,0.0002519834,0.00007688879],"domain_scores_gemma":[0.9982876,0.0004211346,0.0002251075,0.0007435213,0.0001644326,0.0001580606],"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":[0.0002107284,0.00006396389,0.0134772,0.0007576464,0.0002928489,0.001965718,0.0006777706,0.006530078,0.1141138,0.6433721,0.02050431,0.1980338],"study_design_scores_gemma":[0.00003540994,0.0001310142,0.04470962,0.0001852832,0.0001301342,0.00573388,0.0003695395,0.009030016,0.02836492,0.7407778,0.1703782,0.0001540871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3970311,0.01038847,0.3170759,0.02803772,0.00567673,0.0001152215,0.002898806,0.003292178,0.2354839],"genre_scores_gemma":[0.9273605,0.002847829,0.02999303,0.002133878,0.0009551946,0.0000907045,0.0008226498,0.0007722289,0.03502398],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007287183,"threshold_uncertainty_score":0.024378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939814922808707,"score_gpt":0.2723071925907253,"score_spread":0.2529090433626383,"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."}}