{"id":"W6941912649","doi":"10.14288/1.0045228","title":"Branchlines. Volume 9, number 2","year":2012,"lang":"en","type":"article","venue":"Open Collections","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Work (physics); Public policy; Forest management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000586601,0.0008696105,0.0005558947,0.001338943,0.001725212,0.004391672,0.0007832477,0.001419837,0.796997],"category_scores_gemma":[0.002061122,0.0004465711,0.0004755985,0.00179826,0.0003682463,0.001807941,0.001629921,0.002164733,0.7146834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007738387,"about_ca_system_score_gemma":0.001189538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00313246,"about_ca_topic_score_gemma":0.009773954,"domain_scores_codex":[0.9994586,0.0000530573,0.00002343067,0.0001030666,0.0002887864,0.00007295761],"domain_scores_gemma":[0.9979132,0.0002275713,0.0000805931,0.0002014414,0.0008334302,0.0007437699],"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":[0.00001783659,0.00001965229,0.0001213515,0.0000309366,8.284456e-7,0.00001471212,0.00001169955,0.00001226902,0.0001233531,0.0004270716,0.9707309,0.02848936],"study_design_scores_gemma":[0.000007064331,0.00001180355,0.0005204273,0.00004238461,7.97707e-7,0.00001978935,0.00002725495,0.00002221317,0.00003812719,0.0001771684,0.9991302,0.000002876552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000789078,0.001792227,0.0004503646,0.005765205,0.01200743,0.0001664813,0.002749349,0.001178026,0.9751018],"genre_scores_gemma":[0.0007257474,0.0004650583,0.0001228909,0.001020534,0.000841643,0.00002433155,0.0009636054,0.0001604144,0.9956757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.796997,"threshold_uncertainty_score":0.2895591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828628214312237,"score_gpt":0.2403565621275015,"score_spread":0.2220702799843791,"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."}}