{"id":"W7024722059","doi":"","title":"Staderman, Alberta Anna (Birth, 1899-01-07)","year":2012,"lang":"en","type":"other","venue":"Spectrum Research Repository (Concordia University)","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Agency (philosophy); Natural (archaeology); Feature (linguistics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002917988,0.0005804415,0.0006249241,0.00191404,0.0003275801,0.000135241,0.001101143,0.0007806672,0.003231169],"category_scores_gemma":[0.00002076458,0.0006713022,0.000316424,0.0009951679,0.000412137,0.00025787,0.000313863,0.001592657,0.002224154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006019886,"about_ca_system_score_gemma":0.0002231656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01894212,"about_ca_topic_score_gemma":0.02003045,"domain_scores_codex":[0.9963179,0.0003481332,0.0002661798,0.0006571158,0.0008130215,0.001597619],"domain_scores_gemma":[0.9977999,0.0001513444,0.00007440541,0.00120113,0.00005866809,0.0007145499],"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":[0.00007956243,0.0001067302,0.003981513,0.0005551747,0.0006464993,0.001252689,0.0001918515,0.00001032627,0.004678852,0.003457761,0.9843457,0.0006933608],"study_design_scores_gemma":[0.0006600184,0.00008017049,0.0005359239,0.0001344434,0.00007109153,0.00004491564,0.0001232565,0.000110671,0.004675566,0.00004319034,0.9928257,0.0006950893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003922198,0.002286256,0.0001493972,0.0001076303,0.001697184,0.0005886754,0.00005599708,0.0008903039,0.9903024],"genre_scores_gemma":[0.1226016,0.0009089633,0.00003194623,0.000008367792,0.001662898,0.000005113426,0.00006703017,0.0007602155,0.8739539],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1186794,"threshold_uncertainty_score":0.9995738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188148447186684,"score_gpt":0.2332360514650308,"score_spread":0.2144212067463624,"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."}}