{"id":"W4239900552","doi":"10.22584/nr46.2017.040","title":"Planktonic Plantoum","year":2017,"lang":"en","type":"article","venue":"The Northern Review","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Plankton; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001818686,0.00007625455,0.0001788995,0.000004569617,0.002319915,0.00002450134,0.0004396533,0.0000116429,0.001530276],"category_scores_gemma":[0.00005522843,0.00003803776,0.00007066406,0.000003091525,0.0006575806,0.00004664072,0.0001243767,0.000104748,0.001220886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001269642,"about_ca_system_score_gemma":0.000009186695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004191624,"about_ca_topic_score_gemma":0.01655491,"domain_scores_codex":[0.9995717,0.00003223395,0.0001101323,0.00008617598,0.00007134049,0.0001283574],"domain_scores_gemma":[0.9993949,0.0000445457,0.0001108559,0.0004036816,0.00002689865,0.00001911113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002580024,0.00005944954,0.007808014,0.001060014,0.0002496431,0.0000298353,0.02585709,2.368233e-7,5.745156e-7,0.5798931,0.1349342,0.2500821],"study_design_scores_gemma":[0.00003888532,0.00001555564,0.0011442,0.0002336311,0.00004577302,0.00000273772,0.00004119476,2.739147e-7,1.818511e-7,0.002865731,0.9955516,0.00006025673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003392795,0.3824377,0.000002633328,0.0252305,0.0008055034,0.0002999871,0.00001842008,0.00006092646,0.5877515],"genre_scores_gemma":[0.6752549,0.2294753,0.000008229951,0.007145096,0.001769641,0.00009734979,0.000009626175,0.00002628014,0.08621358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8606174,"threshold_uncertainty_score":0.9995568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06881025380644717,"score_gpt":0.2700333042027691,"score_spread":0.2012230503963219,"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."}}