{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005315661,0.0002809295,0.0005249063,0.0007180323,0.00001342772,0.00001176801,0.0003895826,0.0005192304,0.01037266],"category_scores_gemma":[0.0002608244,0.0002577244,0.0000818258,0.0002510963,0.0001238858,0.00001556203,0.00002973619,0.0002410875,0.006253114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015648,"about_ca_system_score_gemma":0.0002313433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6404663,"about_ca_topic_score_gemma":0.9788623,"domain_scores_codex":[0.9982671,0.0001630309,0.0002766669,0.0003780918,0.0003890074,0.0005260725],"domain_scores_gemma":[0.9989832,0.00002739706,0.0002070674,0.000509006,0.00002624582,0.0002470627],"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":[0.00001065307,0.00005824448,0.1157944,0.00004186826,0.00006232103,0.00008865269,0.0000851294,0.000003989089,0.0009728688,0.00008992564,0.8823479,0.0004441219],"study_design_scores_gemma":[0.0004716481,0.00004396989,0.01509341,0.0003573537,0.00003303649,0.000004458232,0.00001383628,0.000006112502,0.000352959,0.00004650148,0.9831731,0.0004036104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005253672,0.0006536967,0.000001437756,0.00005070781,0.0002067742,0.0003094678,0.0003777416,0.0001101378,0.9930364],"genre_scores_gemma":[0.5859626,0.00001615217,0.0006415524,0.0003388457,0.0003588558,0.00006198936,0.0002712492,0.001386948,0.4109618],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5820745,"threshold_uncertainty_score":0.9999875,"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."}}