{"id":"W6912555655","doi":"10.5281/zenodo.3541241","title":"NPA_ref5201","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biochemical and Molecular Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Strain (injury); Context (archaeology); Focus (optics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002969029,0.0001062832,0.00008804512,0.00006757799,0.0004598801,0.0002032941,0.0006949616,0.0001006648,0.005773703],"category_scores_gemma":[0.0001922231,0.0001045897,0.00006608211,0.0001812519,0.00009670189,0.000007077168,0.001065861,0.000165493,0.0088037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000252976,"about_ca_system_score_gemma":0.000003646383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003998406,"about_ca_topic_score_gemma":6.995655e-8,"domain_scores_codex":[0.9987767,0.0001274352,0.000126745,0.0004024867,0.0002411799,0.0003254869],"domain_scores_gemma":[0.9990566,0.000003424553,0.00003582535,0.0004849683,0.0002664944,0.0001527243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007649697,0.00006886759,0.000008371184,0.00002989562,0.00003086492,0.000003065179,0.00003293339,0.00000625609,0.8807423,0.000832131,0.08807487,0.03009393],"study_design_scores_gemma":[0.0003849221,0.0002636483,0.0001552443,0.00000754041,0.000003255283,0.00005554932,0.0000395878,0.00002985255,0.1091602,0.00005401173,0.8897185,0.0001276905],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6931515,0.0003419298,0.002131259,0.0007351874,0.0001231429,0.0005815602,0.00009925205,0.0002411774,0.3025949],"genre_scores_gemma":[0.9919034,0.00009292786,0.0001784166,0.0002643322,0.0001452592,3.913265e-8,0.001943859,0.000672121,0.004799609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8016436,"threshold_uncertainty_score":0.9951351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509295654976214,"score_gpt":0.2344927709801413,"score_spread":0.2193998144303792,"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."}}