{"id":"W4398965846","doi":"10.7910/dvn/ryrxk7/9mcbbm","title":"all_1Dpspec_spire350_orig.pdf","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001473004,0.0004717424,0.0003627364,0.0001012509,0.0000722039,0.00005874152,0.001132613,0.0006818622,0.01357261],"category_scores_gemma":[0.0001407708,0.0004899782,0.0001688648,0.00008739825,0.0001581727,0.00001089805,0.0009062005,0.0003929576,0.1746177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005764046,"about_ca_system_score_gemma":0.0001798556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008356277,"about_ca_topic_score_gemma":0.00007090283,"domain_scores_codex":[0.9980093,0.00005297872,0.0003212293,0.0009075924,0.0002503293,0.0004586265],"domain_scores_gemma":[0.99698,0.000009959837,0.0002226963,0.002579927,0.00008356881,0.0001238353],"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":[0.00006648005,0.00005651447,0.00001006946,0.00007189584,0.00005694732,0.00002642024,0.000001043462,0.000002730081,0.05809907,0.000004156835,0.9414967,0.0001080056],"study_design_scores_gemma":[0.0002775207,0.0001989186,0.000005922604,0.00006218148,0.00005855074,0.00002437861,0.000007758626,0.000001352799,0.04026952,0.000008546039,0.9585465,0.0005388193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001890212,0.000008407064,0.001211966,0.000003396269,0.0006372399,0.0004500725,0.9972801,0.00003520754,0.0003546692],"genre_scores_gemma":[0.000002404969,0.001562776,0.005762827,0.0006853836,0.0005224452,0.00004410384,0.9881248,0.00005239022,0.003242822],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1610451,"threshold_uncertainty_score":0.9997552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035354913767761,"score_gpt":0.2736312929638203,"score_spread":0.2632777438261427,"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."}}