{"id":"W7026886652","doi":"","title":"Bonikamp, Alberta A. (Birth, 1908-10-05)","year":2012,"lang":"en","type":"other","venue":"Spectrum Research Repository (Concordia University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Product (mathematics); Work (physics); Context (archaeology)","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001344548,0.001248102,0.001371355,0.00890315,0.001042734,0.0003710134,0.003365058,0.001550116,0.01819699],"category_scores_gemma":[0.0002885867,0.001444538,0.000752568,0.005138103,0.002104506,0.0006407415,0.001716846,0.003210199,0.03426199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003284253,"about_ca_system_score_gemma":0.002050681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.14333,"about_ca_topic_score_gemma":0.1048068,"domain_scores_codex":[0.9882047,0.0024971,0.0005566398,0.002206423,0.002665528,0.003869619],"domain_scores_gemma":[0.9927146,0.000773761,0.0006567517,0.003543589,0.0003372967,0.001974014],"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":[0.0005414885,0.0003971228,0.01062499,0.0002433951,0.0008160344,0.002442195,0.0001356968,0.000001443228,0.002127062,0.01704385,0.9654022,0.0002244791],"study_design_scores_gemma":[0.001517218,0.0003692842,0.002162428,0.0003335809,0.0001996631,0.0001786295,0.0002731928,0.000008992943,0.002552578,0.0001122633,0.9908684,0.001423723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003859233,0.00112973,0.0000113464,0.0003295509,0.001871971,0.001644058,0.0002414561,0.001237831,0.9896748],"genre_scores_gemma":[0.04858698,0.0002224259,0.00005063119,0.00001372951,0.003456277,0.00001197764,0.0001588329,0.002652994,0.9448462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04482867,"threshold_uncertainty_score":0.9997461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929551851587408,"score_gpt":0.2708311021385074,"score_spread":0.2415355836226333,"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."}}