{"id":"W6949100066","doi":"10.5281/zenodo.14597275","title":"Porcepicus Huber 2022","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Sulcus; Seta; Dorsum; Coronal plane; Occiput","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002734721,0.00008377908,0.00007817075,0.00002332723,0.00143182,0.0006335608,0.0003729235,0.00003549067,0.04544456],"category_scores_gemma":[0.00008410341,0.00003713978,0.0000516472,0.0004511415,0.00006309447,0.0001081232,0.0004582692,0.0001335078,0.01023932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003205816,"about_ca_system_score_gemma":4.402721e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006114272,"about_ca_topic_score_gemma":0.000003867039,"domain_scores_codex":[0.9990959,0.0001014391,0.000113991,0.000272295,0.0001906795,0.0002257427],"domain_scores_gemma":[0.9996941,0.00003126625,0.00001925216,0.00006394299,0.0001095165,0.00008191026],"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":[0.00001356019,0.00003917619,0.0000270168,0.00002075564,0.00003127809,0.00002542128,0.0003430035,0.000003511451,0.03859735,0.005271429,0.424316,0.5313115],"study_design_scores_gemma":[0.00003658972,0.0001298488,0.004582099,0.00001465241,0.000006016339,0.00004679169,0.00007591957,0.00009720268,0.0001301156,0.0002418639,0.994543,0.00009595018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4217391,0.002127697,0.0001345369,0.006896826,0.0003960941,0.0004599399,0.000514722,0.00222173,0.5655094],"genre_scores_gemma":[0.9923548,0.0002025307,0.00002183376,0.0001564284,0.0003570323,2.715042e-8,0.0008074995,0.0000551057,0.006044816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5706156,"threshold_uncertainty_score":0.9998682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832059588859497,"score_gpt":0.2392580860782484,"score_spread":0.2009374901896534,"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."}}