{"id":"W6931739734","doi":"10.5281/zenodo.7003356","title":"Copelatus glyphicus NA","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Instar; Ephemeral key; Head (geology); Margin (machine learning); Dorsum","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002500452,0.0003162713,0.0001010972,0.0006321513,0.0004012417,0.0001336265,0.0001300119,0.000115041,0.01341291],"category_scores_gemma":[0.00009176364,0.00008740776,0.00009447621,0.0002917208,0.0001065212,0.0001592849,0.0003062232,0.0001243715,0.002594273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003567662,"about_ca_system_score_gemma":0.0002678245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012904,"about_ca_topic_score_gemma":0.02151179,"domain_scores_codex":[0.9999702,0.000001864754,0.00000202677,0.00001169571,0.000007985417,0.000006196825],"domain_scores_gemma":[0.9999558,0.000002990365,0.0000135601,0.000003900703,0.00001155375,0.00001215513],"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":[0.001547168,0.0001219334,0.2888116,0.001710572,0.0001364146,0.002326281,0.001252495,0.0009828517,0.3211248,0.001627723,0.01419824,0.36616],"study_design_scores_gemma":[0.00002817517,0.0002615586,0.915638,0.0001172388,0.00003178715,0.002638252,0.0007166996,0.000492072,0.005810294,0.0002057095,0.07404415,0.00001602733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8613454,0.001513893,0.001136206,0.0001498057,0.0001175636,0.0001629677,0.006488859,0.0001551859,0.1289301],"genre_scores_gemma":[0.97774,0.0008588562,0.001570572,0.000194751,0.00002917187,0.00007175229,0.003296505,0.00001657765,0.01622191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341291,"threshold_uncertainty_score":0.04487062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149293776746823,"score_gpt":0.2318291505224746,"score_spread":0.2003362127550063,"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."}}