{"id":"W6989538180","doi":"","title":"Becker, Margareth (Birth, 1900-08-27)","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":"Work (physics); Interpretation (philosophy); Natural (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":[0.001692812,0.001241335,0.001376664,0.009826181,0.001001911,0.00035405,0.003391759,0.001619883,0.01112022],"category_scores_gemma":[0.00018143,0.001444886,0.0007388519,0.005368896,0.002242956,0.0005991886,0.001790637,0.004104615,0.02935323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003636758,"about_ca_system_score_gemma":0.002147082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04259442,"about_ca_topic_score_gemma":0.02471681,"domain_scores_codex":[0.9875996,0.002802763,0.0005429979,0.00217486,0.003044671,0.003835099],"domain_scores_gemma":[0.9933376,0.0004303907,0.0006596062,0.003283245,0.0003722713,0.001916889],"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":[0.0005013684,0.0003905684,0.03309165,0.0003187716,0.0009303337,0.003961545,0.0001672665,0.000001162457,0.002202854,0.01570629,0.9424093,0.0003188487],"study_design_scores_gemma":[0.001571485,0.000321014,0.005422777,0.0003605672,0.0002024969,0.0001466015,0.0004780325,0.000007564954,0.002248802,0.0001639925,0.9876451,0.001431581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003574944,0.002398641,0.00002801782,0.000251981,0.002860421,0.001743457,0.0004583383,0.001954546,0.9867297],"genre_scores_gemma":[0.04481986,0.0005807029,0.00008748334,0.00001406779,0.003976177,0.000008859732,0.000153562,0.002721207,0.9476381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04523574,"threshold_uncertainty_score":0.9996762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377031951881111,"score_gpt":0.2747958185090882,"score_spread":0.2410254989902771,"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."}}