{"id":"W6892202829","doi":"10.5061/dryad.js957/1","title":"Morphological Measurements of Bythotrephes in Canadian Shield Lakes","year":2014,"lang":"en","type":"other","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Shield; Deposition (geology); Erosion","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":[],"consensus_categories":[],"category_scores_codex":[0.0002081731,0.0004243596,0.0003064543,0.002915179,0.004119856,0.0008464362,0.0006351552,0.0002850767,0.005077488],"category_scores_gemma":[0.0005381151,0.0003284643,0.0002955584,0.003378299,0.0008549145,0.0003208071,0.001017288,0.0004281019,0.0009540011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00798705,"about_ca_system_score_gemma":0.006369948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9391558,"about_ca_topic_score_gemma":0.990458,"domain_scores_codex":[0.9995603,0.00001240165,0.00001189259,0.00008226502,0.0002146846,0.0001183729],"domain_scores_gemma":[0.9992071,0.00002041023,0.00009980964,0.00002223775,0.000520073,0.000130424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006445344,0.00005486115,0.8314902,0.0003149319,0.0001115179,0.0004851766,0.0105902,0.0009269862,0.05762492,0.001011695,0.01316809,0.08357694],"study_design_scores_gemma":[0.000003482109,0.000009549612,0.990545,0.00001750401,0.00001365608,0.00004382214,0.001392731,0.00009046821,0.0007396186,0.00001731934,0.007118424,0.000008230608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9511896,0.0005122269,0.000523256,0.00009669501,0.0000306568,0.0001397605,0.009017662,0.00007443421,0.03841574],"genre_scores_gemma":[0.9648007,0.0006000907,0.002760959,0.00009990195,0.00001134002,0.0001575403,0.00581883,0.0000816808,0.02566897],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06084424,"threshold_uncertainty_score":0.1224051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168275529890937,"score_gpt":0.2693965820968331,"score_spread":0.2177138267979238,"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."}}