{"id":"W6893690133","doi":"10.5281/zenodo.6031077","title":"Tachysphex psammobius","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Czech; Product (mathematics); Work (physics)","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":[0.0001015435,0.0005393432,0.000201723,0.001414863,0.001080226,0.0002834555,0.0002590357,0.0003318811,0.006242643],"category_scores_gemma":[0.0003293068,0.0001987947,0.0002461521,0.001012267,0.0004338461,0.0006987423,0.0008676262,0.000405896,0.00231313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732063,"about_ca_system_score_gemma":0.0003165338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868809,"about_ca_topic_score_gemma":0.004138039,"domain_scores_codex":[0.9998275,0.00001829178,0.00002350195,0.00003789882,0.00007058385,0.00002218162],"domain_scores_gemma":[0.9998496,0.00002698552,0.00005867674,0.00001267531,0.00002667026,0.00002538742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001043484,0.0002566924,0.1745734,0.00141756,0.0001317803,0.004263572,0.002769395,0.003053168,0.1837045,0.003990489,0.01185363,0.6129424],"study_design_scores_gemma":[0.00008459441,0.0009433919,0.8599924,0.0003350241,0.0001476301,0.01220928,0.002177302,0.001817757,0.02277528,0.002021633,0.09745012,0.0000455381],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769567,0.003399806,0.005283376,0.0002323018,0.0003339082,0.0002015174,0.003329809,0.0005258503,0.1097368],"genre_scores_gemma":[0.9896238,0.001173212,0.002102223,0.0001206809,0.0000614169,0.00005146532,0.001351401,0.00001872385,0.005496874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006242643,"threshold_uncertainty_score":0.02088368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966092316303318,"score_gpt":0.2450162265727462,"score_spread":0.215355303409713,"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."}}