{"id":"W7104376760","doi":"10.5061/dryad.v6wwpzh88","title":"Data and code from: Is a plant truly plastic? Nutrients and neighbours induce trait-specific responses, but performance depends on response direction","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute; University of Alberta","funders":"","keywords":"Nutrient; Mesocosm; Plasticity; Trait; Phenotypic plasticity; Adaptation (eye)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00204374,0.001460959,0.002410555,0.002580882,0.001772276,0.00550432,0.003140456,0.004115468,0.6731387],"category_scores_gemma":[0.01801129,0.001165933,0.001462071,0.003760764,0.001361771,0.003453566,0.004283213,0.003690266,0.4222534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188107,"about_ca_system_score_gemma":0.004459705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005890415,"about_ca_topic_score_gemma":0.007243712,"domain_scores_codex":[0.9975823,0.0002071844,0.0002954746,0.0006199802,0.0008808615,0.0004141521],"domain_scores_gemma":[0.9927192,0.003187463,0.0003991367,0.00135984,0.001357472,0.0009768181],"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":[0.0007251861,0.0001542872,0.003379636,0.003309017,0.0001088777,0.0003241177,0.000357181,0.0005712487,0.003157369,0.002301256,0.9519442,0.0336674],"study_design_scores_gemma":[0.0005022398,0.0000746215,0.01075202,0.00117853,0.00006310461,0.0002219622,0.0002541867,0.00165048,0.001427178,0.005332918,0.978426,0.0001168325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002673183,0.0003066353,0.003820451,0.002856429,0.002359414,0.0005815448,0.923009,0.01670458,0.0476887],"genre_scores_gemma":[0.02647999,0.001275542,0.01970582,0.003753722,0.0004372673,0.003341801,0.8563395,0.02243594,0.06623044],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6731387,"threshold_uncertainty_score":0.466228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07577700576641805,"score_gpt":0.3271253762053655,"score_spread":0.2513483704389475,"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."}}