{"id":"W6926064083","doi":"10.21233/n3zq80","title":"Lac Louis pollen dataset","year":2017,"lang":"en","type":"dataset","venue":"Neotoma Paleoecological Database","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Pollen; Assemblage (archaeology); Table (database); Phenology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003610588,0.0005732853,0.0005469356,0.00008169605,0.0005371666,0.0001670331,0.002361692,0.00105643,0.002315522],"category_scores_gemma":[0.0007308311,0.0005175194,0.0002211761,0.00005432071,0.0004435278,0.00001143381,0.002508638,0.0006364771,0.002498617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002838498,"about_ca_system_score_gemma":0.0001966881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001871056,"about_ca_topic_score_gemma":0.0009553141,"domain_scores_codex":[0.9972047,0.0002224991,0.000343271,0.001225617,0.0003391018,0.0006647899],"domain_scores_gemma":[0.9959812,0.00005430245,0.0003672414,0.003155293,0.00007388966,0.000368079],"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":[0.0003027492,0.0002965147,0.0009800461,0.0001054391,0.0001334325,0.0006703412,8.127793e-7,6.518485e-7,0.0006084774,0.000004828694,0.9966451,0.0002516234],"study_design_scores_gemma":[0.0007655267,0.0005578625,0.004806198,0.00002996426,0.0001466553,0.0000620914,0.000004029059,0.000001088153,0.0003400027,0.00001884015,0.9925987,0.0006690847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002290227,0.0005449255,0.00001263224,0.0001416723,0.0006114258,0.0006562223,0.9954765,0.0000220692,0.0002443358],"genre_scores_gemma":[0.0005617944,0.001091615,0.0002282313,0.001591487,0.0009118535,0.00009079898,0.9950873,0.00002010345,0.0004168622],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.004046426,"threshold_uncertainty_score":0.9997277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573800130060465,"score_gpt":0.3020086824278549,"score_spread":0.2762706811272502,"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."}}