{"id":"W6931211585","doi":"10.5281/zenodo.5073977","title":"Lepidocyrtus neofasciatus Wray 1948","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Exposition (narrative); Natural (archaeology); Interpretation (philosophy)","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":[0.0001787639,0.0005149168,0.000336138,0.001582838,0.0009712314,0.0003496509,0.0005615365,0.000298596,0.00925069],"category_scores_gemma":[0.000371188,0.0002571819,0.0002069903,0.000704262,0.0003117075,0.0007957265,0.0006188343,0.0003810286,0.004244928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000843197,"about_ca_system_score_gemma":0.0002216853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04706764,"about_ca_topic_score_gemma":0.1211138,"domain_scores_codex":[0.9998376,0.00001231596,0.00002498366,0.00006289679,0.00003447393,0.00002759241],"domain_scores_gemma":[0.9995802,0.00002884253,0.0002218382,0.00004005061,0.00009487075,0.00003416432],"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":[0.000787525,0.0001926346,0.2575673,0.001264196,0.000217501,0.00160565,0.003393393,0.000417056,0.07377257,0.001422161,0.01634422,0.6430158],"study_design_scores_gemma":[0.00002382827,0.000264347,0.8731186,0.0002415729,0.00006148735,0.002672941,0.0008088035,0.0001564673,0.00279206,0.0002492479,0.1195905,0.00002003728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8080501,0.02585133,0.003400562,0.0005312992,0.000331154,0.0003361589,0.007876576,0.0004841436,0.1531387],"genre_scores_gemma":[0.932143,0.005933548,0.004814721,0.0002775052,0.00008406132,0.0001617572,0.004115783,0.00006075544,0.05240894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04706764,"threshold_uncertainty_score":0.09358734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557899186420882,"score_gpt":0.204560729647299,"score_spread":0.1889817377830902,"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."}}