{"id":"W6912408479","doi":"10.5281/zenodo.4546073","title":"Penthetria","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Planarian Biology and Electrostimulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Margin (machine learning); Allopatric speciation; Throwing; Fish <Actinopterygii>","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":[0.0001082607,0.0008395687,0.0004797657,0.00179896,0.002641217,0.000790079,0.0006962217,0.0006276389,0.06602754],"category_scores_gemma":[0.0004895621,0.0004358221,0.0002496118,0.0008930375,0.001260522,0.001503017,0.001562197,0.001507712,0.01287821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000731488,"about_ca_system_score_gemma":0.0005215157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004401893,"about_ca_topic_score_gemma":0.01220653,"domain_scores_codex":[0.9996557,0.00003498278,0.00003811811,0.0001096346,0.000113533,0.00004796377],"domain_scores_gemma":[0.999791,0.00003689175,0.00006374309,0.00003012858,0.00005019608,0.00002804567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009021946,0.0002664627,0.02018849,0.002017313,0.00007994302,0.004227584,0.006865542,0.0008995584,0.03785087,0.03704559,0.106848,0.7828084],"study_design_scores_gemma":[0.00006539404,0.0002208942,0.08759981,0.0005456625,0.0000609425,0.00986483,0.002137518,0.0008226013,0.001508962,0.003886848,0.8932368,0.00004976126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1035473,0.004721835,0.008571448,0.001544372,0.001470027,0.0009074474,0.004347831,0.0008217074,0.8740681],"genre_scores_gemma":[0.8160753,0.004240818,0.01574324,0.001967263,0.0008895055,0.0005388265,0.005960225,0.0002853322,0.1542995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06602754,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211918199415672,"score_gpt":0.2399538320792663,"score_spread":0.2187620121376991,"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."}}