{"id":"W6949114056","doi":"10.5281/zenodo.11992662","title":"sr masters pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Spider Taxonomy and Behavior Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fuse (electrical); Corporation; Quality (philosophy); Service (business); Amazon rainforest","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001440326,0.0001884717,0.0001406149,0.0001556914,0.000327241,0.0002548588,0.0005218804,0.0001668545,0.03976497],"category_scores_gemma":[0.00007739417,0.0001908444,0.00008071441,0.0001374745,0.0001357929,0.000002742046,0.001093207,0.0001776718,0.05894167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002715183,"about_ca_system_score_gemma":0.000002648981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008664237,"about_ca_topic_score_gemma":0.000001352876,"domain_scores_codex":[0.9988931,0.0000828695,0.0001358668,0.000486108,0.0001515067,0.0002505768],"domain_scores_gemma":[0.9993479,0.00000136533,0.00006824778,0.0004140041,0.00008402483,0.00008448793],"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":[0.00001227545,0.00003250635,0.00000108496,0.00008013917,0.0001007985,0.0000112544,0.0000391261,2.983663e-7,0.003304043,0.00008149505,0.9772935,0.01904347],"study_design_scores_gemma":[0.0001627136,0.0001516777,0.00001313115,0.00006509541,0.00003969495,0.00004370638,0.0001033225,8.111963e-7,0.0006750614,0.00001022301,0.9985241,0.0002104326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001486775,0.001748572,0.0004017153,0.0001873552,0.0002681317,0.0002802683,0.0002468207,0.0003190782,0.9963994],"genre_scores_gemma":[0.004267302,0.0007036883,0.0001763295,0.0001406584,0.0007191537,1.110863e-7,0.002733975,0.006270719,0.984988],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02123062,"threshold_uncertainty_score":0.9611128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112625795763788,"score_gpt":0.2523420339787415,"score_spread":0.2212157760211036,"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."}}