{"id":"W7098743123","doi":"","title":"Journal compilation © 2008 Blackwell Publishing Ltd No claim to US government works","year":2008,"lang":"en","type":"article","venue":"","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Government (linguistics); Assemblage (archaeology); Sampling (signal processing); Project commissioning","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":[0.0002002338,0.0003779501,0.0003130644,0.0007966313,0.001072733,0.001742279,0.0005140756,0.0004240775,0.186695],"category_scores_gemma":[0.000950927,0.000230084,0.0002110643,0.0009281465,0.0007038387,0.0003992237,0.00067509,0.0003821915,0.03974171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002879418,"about_ca_system_score_gemma":0.003744391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2969078,"about_ca_topic_score_gemma":0.5924002,"domain_scores_codex":[0.9996765,0.000008303528,0.0000144712,0.00007439996,0.0001508262,0.00007553303],"domain_scores_gemma":[0.9991133,0.00004482403,0.0000613639,0.0001272725,0.0004460032,0.0002072103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004792039,0.000215012,0.1422359,0.0009823386,0.0001495793,0.00161567,0.004311774,0.0006236429,0.02993481,0.005611921,0.4045262,0.409314],"study_design_scores_gemma":[0.00001536511,0.00004139181,0.2607517,0.0001627954,0.00004838828,0.0005205586,0.001264817,0.0003200514,0.003159522,0.0003811624,0.7333178,0.00001644299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2458345,0.003341757,0.001293261,0.00334079,0.001542707,0.0001208935,0.02780842,0.0006989882,0.7160186],"genre_scores_gemma":[0.1615147,0.002223564,0.001656489,0.0003626684,0.000109712,0.00003577105,0.01227538,0.0002256884,0.8215962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.813305,"threshold_uncertainty_score":0.6245571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006116596595914,"score_gpt":0.1883396526990031,"score_spread":0.158278486733044,"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."}}