{"id":"W6911415778","doi":"10.5061/dryad.b8569","title":"Data from: A test of the effects of timing of a pulsed resource subsidy on stream ecosystems","year":2016,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Subsidy; Ecosystem; Biomass (ecology); Productivity; Benthic zone; Invertebrate; Resource (disambiguation); Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000465901,0.0002977903,0.0005810275,0.00005591372,0.0001582975,0.00002072935,0.005182695,0.0001607337,0.000257843],"category_scores_gemma":[0.00007597901,0.0001967307,0.00005056444,0.0001639311,0.000393601,0.0002181653,0.007395261,0.0002580963,0.00003603323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002277381,"about_ca_system_score_gemma":0.00001796244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01635595,"about_ca_topic_score_gemma":0.07515136,"domain_scores_codex":[0.9977292,0.0003426676,0.0004484011,0.0007859141,0.0003538473,0.0003400018],"domain_scores_gemma":[0.994175,0.001580914,0.0006390226,0.003510077,0.000005850988,0.00008914622],"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":[0.000129487,0.0002159044,0.02305868,0.001566863,0.0001656786,0.00001309384,0.0003869353,0.0001283365,0.002296401,3.0591e-7,0.9713172,0.0007211551],"study_design_scores_gemma":[0.002515384,0.0009143025,0.04412111,0.01068854,0.001402927,0.00001642619,0.0005206513,0.1096819,0.002403666,0.0001267105,0.8265079,0.001100532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1255048,0.0001056043,0.00000536086,0.00002335263,0.0002000362,0.0002774684,0.8736978,0.00000841493,0.0001772469],"genre_scores_gemma":[0.08403241,0.0002756242,0.00003584217,0.000116253,0.00009997311,0.000003607122,0.9153555,0.00001825282,0.00006254992],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1448093,"threshold_uncertainty_score":0.9901942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630589214885362,"score_gpt":0.2125839652827299,"score_spread":0.1962780731338763,"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."}}