{"id":"W6931479384","doi":"10.5281/zenodo.4084616","title":"How to get Spartan Man product?","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spartan; Limit (mathematics); Remainder; Key (lock); Feeling; Carry (investment)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001767722,0.0009536894,0.0004645599,0.002059017,0.001856434,0.005538993,0.001618255,0.002918375,0.3012695],"category_scores_gemma":[0.004184612,0.0005330832,0.0007581178,0.002121648,0.0009434317,0.00384,0.001808464,0.002886864,0.2402081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005247947,"about_ca_system_score_gemma":0.01105605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1379603,"about_ca_topic_score_gemma":0.2794484,"domain_scores_codex":[0.9981365,0.00009626154,0.00005295549,0.0001643033,0.001339259,0.0002107196],"domain_scores_gemma":[0.9951279,0.000198193,0.0001554214,0.0002329008,0.003226075,0.001059485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000167265,0.00001533019,0.0000713115,0.0002370485,0.000003657183,0.0000374201,0.00004858456,0.00001164702,0.0004977871,0.001173019,0.9362394,0.06164799],"study_design_scores_gemma":[0.000001340316,0.000003977644,0.00007296855,0.0000372359,0.000001521382,0.00001960978,0.00002546897,0.000002088048,0.00009331777,0.00006706508,0.9996731,0.000002244785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001189967,0.06177177,0.003581438,0.09104702,0.02653425,0.0007077671,0.006578405,0.01027477,0.7983146],"genre_scores_gemma":[0.003502055,0.0312854,0.004434101,0.02716494,0.001692727,0.0001480351,0.002978621,0.002834341,0.9259598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6987305,"threshold_uncertainty_score":0.9966542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04554118507663988,"score_gpt":0.2287065729904293,"score_spread":0.1831653879137894,"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."}}