{"id":"W6931503634","doi":"10.5281/zenodo.7658006","title":"8 Types Of Bears Compared - Identification Guide","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Species identification; Disease gene identification; Race (biology)","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":[],"category_scores_codex":[0.001732182,0.0009012517,0.0007870724,0.004297241,0.001999495,0.001284071,0.001720467,0.0007354789,0.2994196],"category_scores_gemma":[0.005421181,0.0005276891,0.0007769875,0.002751937,0.0003466044,0.001924997,0.002191243,0.001300435,0.1598059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005723529,"about_ca_system_score_gemma":0.00135531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009824269,"about_ca_topic_score_gemma":0.0149897,"domain_scores_codex":[0.9988968,0.0001670411,0.000191157,0.0002454743,0.000332008,0.0001674807],"domain_scores_gemma":[0.9976391,0.0003488733,0.0002394257,0.0003505505,0.001247052,0.000175023],"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":[0.0003221395,0.0001283979,0.01016098,0.0005223966,0.00001926576,0.000222763,0.0005961895,0.0001347478,0.0005020846,0.00549415,0.8674835,0.1144134],"study_design_scores_gemma":[0.00002734521,0.00007809904,0.009538429,0.0002769596,0.00001677753,0.0004611348,0.0007201724,0.00008809951,0.0004802161,0.00168167,0.9866115,0.00001968219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01439209,0.002497918,0.01551327,0.002300136,0.004239245,0.005580219,0.5560005,0.003002582,0.3964741],"genre_scores_gemma":[0.02909102,0.004275944,0.05194057,0.003420044,0.0008787387,0.01081858,0.5435219,0.001711271,0.354342],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2994196,"threshold_uncertainty_score":0.999293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04759123073445209,"score_gpt":0.3068719747306672,"score_spread":0.2592807439962151,"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."}}