{"id":"W6893945241","doi":"10.5281/zenodo.5451007","title":"Polyphylla crinita LeConte 1856","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":"Genus; Terrace (agriculture); Taxonomy (biology); West coast","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":[0.000146499,0.0008908466,0.0003961074,0.001848688,0.002681876,0.0009209618,0.0007941358,0.0004994222,0.02028274],"category_scores_gemma":[0.0005248665,0.0003172658,0.0001356038,0.00128622,0.000566846,0.00130589,0.000901619,0.0005385387,0.006222575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581252,"about_ca_system_score_gemma":0.0009109101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1570806,"about_ca_topic_score_gemma":0.2791693,"domain_scores_codex":[0.9998096,0.00001056507,0.00001300752,0.00007294156,0.0000597276,0.00003430813],"domain_scores_gemma":[0.9997929,0.00002389395,0.00005084234,0.0000196082,0.00007073788,0.00004196844],"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":[0.0007174977,0.0001805284,0.09457256,0.00112921,0.0001072367,0.003012062,0.002615982,0.0009268287,0.04478947,0.003237209,0.03251759,0.8161938],"study_design_scores_gemma":[0.0001086973,0.0003235959,0.5392196,0.0004544065,0.0001151124,0.00611667,0.001366817,0.0007891617,0.003111935,0.0006470106,0.4476921,0.00005490859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4365895,0.01790734,0.00561016,0.0006671022,0.0004018193,0.0006028577,0.009399198,0.0009467863,0.5278752],"genre_scores_gemma":[0.9168676,0.004043816,0.003829165,0.0006045004,0.0001703334,0.0001244254,0.004402422,0.00007942389,0.06987848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1570806,"threshold_uncertainty_score":0.3123326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526187077277752,"score_gpt":0.2555719947214323,"score_spread":0.2203101239486548,"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."}}