{"id":"W7097085261","doi":"","title":"Notes 825","year":2015,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Context (archaeology); Component (thermodynamics); Subject (documents)","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":[0.002581406,0.001098701,0.001005549,0.001941316,0.001804966,0.0009691493,0.004178871,0.001486157,0.1536786],"category_scores_gemma":[0.003825824,0.0004190972,0.0009966717,0.002085023,0.001111894,0.001018231,0.001752656,0.001997422,0.1066422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002655343,"about_ca_system_score_gemma":0.003302967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07157366,"about_ca_topic_score_gemma":0.1498733,"domain_scores_codex":[0.9984424,0.0002132487,0.0001042372,0.000238956,0.000807356,0.0001938771],"domain_scores_gemma":[0.9971355,0.0005612507,0.000115754,0.0003539824,0.001571278,0.0002621361],"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":[0.0002122638,0.0001352642,0.0006502814,0.0003437724,0.00002823993,0.0008226805,0.000580264,0.0004371729,0.008043723,0.01967616,0.8314829,0.1375872],"study_design_scores_gemma":[0.00001421316,0.00005617239,0.00153304,0.00007535638,0.00000936561,0.0002562101,0.00009972689,0.0002976122,0.003330335,0.0027666,0.9915279,0.00003353631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009098873,0.03182653,0.09613265,0.05992896,0.06437202,0.001382446,0.0211993,0.004524952,0.7115343],"genre_scores_gemma":[0.01976774,0.007163281,0.02349648,0.004972537,0.004046019,0.0004515936,0.007168048,0.000703317,0.9322309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8463213,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715240292092731,"score_gpt":0.2295708173007446,"score_spread":0.2024184143798173,"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."}}