{"id":"W6893955988","doi":"10.5281/zenodo.6080221","title":"Onychiurus churchillianus Hammer 1953","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hammer; Water hammer; Hydrology (agriculture); Vegetation (pathology)","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":[0.00004479529,0.0003976177,0.0002367569,0.001071503,0.001099805,0.0002591802,0.000409546,0.000422773,0.01765266],"category_scores_gemma":[0.0002498561,0.0001743532,0.0001047539,0.0009365724,0.0003967631,0.0004566113,0.001210448,0.0003339601,0.005405423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009564639,"about_ca_system_score_gemma":0.0005686496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06375355,"about_ca_topic_score_gemma":0.1053644,"domain_scores_codex":[0.9998831,0.000005318566,0.000008637479,0.0000314115,0.00003715233,0.0000343717],"domain_scores_gemma":[0.9999336,0.000006422167,0.00002213104,0.000007114781,0.00002069281,0.000009902834],"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":[0.000411168,0.00008496867,0.117381,0.0009552104,0.00007044633,0.004460185,0.002852654,0.00077512,0.05702951,0.007527764,0.03019975,0.7782522],"study_design_scores_gemma":[0.00003548513,0.0001363242,0.6284929,0.0004271473,0.00005387419,0.004163333,0.001926611,0.0002412377,0.004857556,0.001290359,0.3583426,0.00003263097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4647819,0.005673079,0.002337003,0.0004900294,0.0004529603,0.0002324935,0.003609493,0.0003796333,0.5220433],"genre_scores_gemma":[0.9462816,0.002121442,0.001678783,0.0002994375,0.00006310594,0.00006349458,0.001615897,0.00005323447,0.04782317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06375355,"threshold_uncertainty_score":0.1267649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03116265236116442,"score_gpt":0.2490059643797393,"score_spread":0.2178433120185748,"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."}}