{"id":"W6931307702","doi":"10.5281/zenodo.3684283","title":"Ataenius imbricatus","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"North west; Context (archaeology); West coast; Pulmonata","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":[0.0001197861,0.0006818956,0.0003267662,0.00194198,0.001601417,0.0004190231,0.0003538986,0.0005699152,0.01796795],"category_scores_gemma":[0.0004805143,0.0002468835,0.0001460339,0.0008911887,0.0005257855,0.001084224,0.0009756362,0.0005248562,0.008422048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007388924,"about_ca_system_score_gemma":0.0002467407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008296932,"about_ca_topic_score_gemma":0.01138251,"domain_scores_codex":[0.999828,0.00001983858,0.00001842905,0.00004873045,0.0000566833,0.00002824717],"domain_scores_gemma":[0.9998222,0.00003109833,0.00007378457,0.00001746063,0.00003856017,0.00001691554],"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":[0.000882339,0.0002752021,0.05374977,0.001274193,0.00008917318,0.002478141,0.003856983,0.001068185,0.0938734,0.007820748,0.04695358,0.7876782],"study_design_scores_gemma":[0.00009215478,0.0003201672,0.4545642,0.0009476854,0.000141062,0.006738659,0.00209881,0.001283756,0.01001735,0.003198027,0.5205361,0.00006198212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.420639,0.009570329,0.004605494,0.0007814394,0.0006652418,0.00029677,0.002684083,0.0006475966,0.56011],"genre_scores_gemma":[0.9344451,0.003620836,0.003335977,0.0007607405,0.0002758698,0.0001643376,0.001768782,0.0000450285,0.05558326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01796795,"threshold_uncertainty_score":0.06010872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301085886041545,"score_gpt":0.2320110980806991,"score_spread":0.2090002392202837,"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."}}