{"id":"W2319447264","doi":"10.3354/meps11620","title":"Demographic responses of coexisting species to in situ warming","year":2016,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intertidal zone; Ecology; Climate change; Population; Geography; Occupancy; Rocky shore; Global warming; Oceanography; Biology; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003156163,0.0001313402,0.0002750711,0.0002636249,0.00006538767,0.00001201885,0.0002103922,0.00008504929,0.001231417],"category_scores_gemma":[0.000233604,0.00008774715,0.00003544574,0.0002822423,0.0003323532,0.0001424306,0.0001407053,0.00007329012,0.00004210543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003455463,"about_ca_system_score_gemma":0.00003288344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007559164,"about_ca_topic_score_gemma":0.1081928,"domain_scores_codex":[0.9988716,0.0001283001,0.0002947315,0.0002513349,0.00008363139,0.0003704639],"domain_scores_gemma":[0.9992536,0.0003997886,0.00009242063,0.0001440122,0.00004107781,0.00006907609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005174863,0.00001501827,0.8777978,0.00001855066,0.00001052034,0.00006404722,0.00005028539,0.000002212531,0.0004903146,0.0003007654,0.0000728429,0.1206601],"study_design_scores_gemma":[0.000219911,0.0005857914,0.9844163,0.00002002583,0.000004571867,0.00006739458,0.00008907238,0.000002979163,0.001220374,0.001019215,0.01222569,0.0001286417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982602,0.00004550934,0.000001266265,0.001599073,0.0001928552,0.000169853,0.00003577318,0.00003599744,0.01531768],"genre_scores_gemma":[0.9929896,0.00005682521,0.0009850719,0.00009627414,0.00005222428,0.000006684791,0.00002778217,0.000002982559,0.005782562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1205315,"threshold_uncertainty_score":0.9996816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171962101194656,"score_gpt":0.2261002313698257,"score_spread":0.2089040212503601,"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."}}