{"id":"W1664373259","doi":"10.5194/bg-13-2945-2016","title":"Contributions of dynamic environmental signals during life-cycle transitions to early life-history traits in lodgepole pine ( <i>Pinus contorta</i> Dougl.)","year":2016,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pinus contorta; Dormancy; Germination; Life history theory; Climate change; Perennial plant; Biology; Ecology; Growing season; Environmental science; Agronomy; Life history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002783369,0.0001479551,0.000229851,0.0001190255,0.0002219744,0.000007433915,0.0002664331,0.00007525233,0.0008835424],"category_scores_gemma":[0.0001349725,0.0001172832,0.00007316942,0.0002583498,0.001013494,0.0003057891,0.00008326584,0.00006369888,0.0001852909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575689,"about_ca_system_score_gemma":0.00004817329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004949216,"about_ca_topic_score_gemma":0.003067144,"domain_scores_codex":[0.998516,0.00007409672,0.0003795979,0.0003922573,0.0002606327,0.0003774028],"domain_scores_gemma":[0.9994339,0.0001009319,0.0001178268,0.0001306868,0.00001037751,0.000206256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007048853,0.0005082677,0.1855258,0.00001056111,0.00003862076,0.00001083321,0.003370166,0.0005285454,0.808261,0.0004272662,0.0003887352,0.0008597385],"study_design_scores_gemma":[0.0006592271,0.0001575168,0.9964721,0.00002538371,0.00001325079,0.000002472357,0.0003118218,0.000254933,0.001324565,0.00020205,0.0003853719,0.0001913734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954466,0.0003185237,0.000652484,0.001994791,0.0001850341,0.0002833408,0.0003476766,0.00002658094,0.0007450327],"genre_scores_gemma":[0.9988791,0.00007222188,0.0001865708,0.0003287024,0.00001575226,0.00005703543,0.00000413816,0.000006441836,0.0004499978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8109463,"threshold_uncertainty_score":0.9674169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006729413558668774,"score_gpt":0.2093284827736011,"score_spread":0.2025990692149324,"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."}}