{"id":"W6911342380","doi":"10.5281/zenodo.11505110","title":"Limopsis squiresi Hickman 2023, N. SP.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shell (structure); Hinge; Window (computing); Cenozoic; Fauna","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":[0.0002395012,0.0006116154,0.000297161,0.001493326,0.001760585,0.0003988468,0.0005325584,0.0005090718,0.01855484],"category_scores_gemma":[0.0005396164,0.0003086934,0.00019263,0.0008736806,0.000573525,0.001266859,0.0007470071,0.0005807395,0.006941757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007127014,"about_ca_system_score_gemma":0.0006339532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0159325,"about_ca_topic_score_gemma":0.04264115,"domain_scores_codex":[0.9998758,0.00001252542,0.00001664863,0.00004528468,0.00003881365,0.00001088509],"domain_scores_gemma":[0.9998322,0.00003132602,0.0000463638,0.00001295019,0.00005477911,0.00002232493],"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":[0.001238001,0.0002801171,0.1060623,0.003558608,0.0002961819,0.005221536,0.004272669,0.001956574,0.06292197,0.004519402,0.07347623,0.7361964],"study_design_scores_gemma":[0.0002157258,0.0005281362,0.5443425,0.001560094,0.0003104711,0.01066109,0.004365479,0.001387211,0.006257161,0.002104616,0.4281925,0.0000751555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4729525,0.01424439,0.008098085,0.001370894,0.001283413,0.001592854,0.0140186,0.001149668,0.4852896],"genre_scores_gemma":[0.9246641,0.004755755,0.008508599,0.00139181,0.0002353559,0.0005138501,0.008772184,0.00006286355,0.05109551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01855484,"threshold_uncertainty_score":0.0620721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03649976642718686,"score_gpt":0.2435826312309649,"score_spread":0.207082864803778,"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."}}