{"id":"W6912865298","doi":"10.5281/zenodo.5953099","title":"Spilogona quinquesetosa","year":2018,"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":"Identification (biology); Context (archaeology); Period (music)","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":[0.0002207116,0.0006445207,0.0002440708,0.0008035788,0.001136775,0.0003827462,0.0006044947,0.0004038808,0.01045439],"category_scores_gemma":[0.0004000005,0.0001894903,0.0001589395,0.0004262836,0.0004547845,0.001035448,0.0006069341,0.0004075825,0.002463512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004468032,"about_ca_system_score_gemma":0.0002742982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005981056,"about_ca_topic_score_gemma":0.01252112,"domain_scores_codex":[0.9998453,0.00002206344,0.00001261064,0.00006355026,0.000038995,0.00001750526],"domain_scores_gemma":[0.9998437,0.00002551037,0.00004889448,0.00001181656,0.0000554945,0.00001457173],"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":[0.0005910633,0.0001798489,0.06888403,0.001987784,0.0001013828,0.006570347,0.003555296,0.002333542,0.04113641,0.008864907,0.04819124,0.8176041],"study_design_scores_gemma":[0.000119032,0.0007217459,0.3452706,0.000924571,0.0001195559,0.01020754,0.00431803,0.001155778,0.004284669,0.003996271,0.6288217,0.00006050214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5602657,0.03019721,0.007379942,0.002032795,0.001362821,0.0005886741,0.004707875,0.0004941401,0.3929709],"genre_scores_gemma":[0.9722067,0.003995098,0.002520021,0.0007365436,0.0001911149,0.00009590261,0.001326813,0.00001483144,0.01891293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01045439,"threshold_uncertainty_score":0.03497338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851541012883013,"score_gpt":0.274423746055944,"score_spread":0.2359083359271139,"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."}}