{"id":"W6950323755","doi":"10.5281/zenodo.5847255","title":"Robackia Saether 1977","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Dorsum; Genus; Basal (medicine); Single point","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004020641,0.00007331239,0.00008851428,0.00002165151,0.005655217,0.0001573815,0.0005848494,0.00002231858,0.09041935],"category_scores_gemma":[0.0001007726,0.00003937177,0.00004385798,0.0004061268,0.00007290572,0.00007194683,0.001522479,0.0001765714,0.002459832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007626205,"about_ca_system_score_gemma":5.966165e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002895345,"about_ca_topic_score_gemma":0.00000655887,"domain_scores_codex":[0.9989827,0.0002489573,0.0001146667,0.0002441746,0.0001627938,0.0002467262],"domain_scores_gemma":[0.9996907,0.00003231547,0.00004837158,0.0000710111,0.00009361211,0.00006403117],"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":[0.00007543003,0.0002087917,0.0001258582,0.000005390782,0.00004489591,0.00001183846,0.0005082205,0.00005500713,0.00856643,0.001770159,0.6250401,0.3635879],"study_design_scores_gemma":[0.0001099576,0.0002670668,0.00855144,0.000001141029,0.000004336217,0.00003340542,0.001059514,0.00002454156,0.00004310075,0.0001469419,0.9896654,0.00009311389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.713365,0.0001789273,0.00001903728,0.007221317,0.0002005664,0.0004570145,0.0003497186,0.0007408904,0.2774676],"genre_scores_gemma":[0.9967162,0.00002352338,0.00002395179,0.0003861255,0.000123484,1.3936e-7,0.000481988,0.00003216134,0.002212445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3646254,"threshold_uncertainty_score":0.9983169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04135416556263943,"score_gpt":0.2073950086303134,"score_spread":0.1660408430676739,"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."}}