{"id":"W6985027264","doi":"","title":"Sean Maher, MBA","year":2021,"lang":"en","type":"other","venue":"The Medicine Forum","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Health care; Officer; Financial management; Passion; Financial plan; Quarter (Canadian coin)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004593424,0.000159153,0.0003541301,0.00005068471,0.0003434412,0.00001382576,0.0004414993,0.0001471143,0.01937399],"category_scores_gemma":[0.0005224093,0.00008812394,0.0000778445,0.0002645369,0.0014207,0.000008641848,0.0001883864,0.0002555445,0.000177793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004501184,"about_ca_system_score_gemma":0.0000964308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007227507,"about_ca_topic_score_gemma":0.07859833,"domain_scores_codex":[0.9985035,0.0001753667,0.0001325128,0.0002089833,0.0005759718,0.0004036681],"domain_scores_gemma":[0.9992658,0.0001991036,0.0001040545,0.0003104768,0.00003321472,0.00008729328],"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":[0.000001193164,0.00001069518,0.0000591338,0.0000168523,0.00005271424,0.000009293843,0.001927158,8.164557e-9,0.000002749775,0.02971802,0.9614404,0.006761733],"study_design_scores_gemma":[0.0001283747,0.00002698807,0.00003212388,0.0003467262,0.00004724753,6.700263e-7,0.009298392,5.676627e-7,0.000001155902,0.001929209,0.9880819,0.0001066718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003674187,0.007236979,0.00001536468,0.2633604,0.001126879,0.0001745032,0.000004675947,0.0001151711,0.7279623],"genre_scores_gemma":[0.0003399726,0.002836026,0.00002033291,0.002615486,0.004126735,0.00001141802,0.00001138264,0.00009919852,0.9899395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2619771,"threshold_uncertainty_score":0.9993834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04177979968891221,"score_gpt":0.3565876751770235,"score_spread":0.3148078754881113,"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."}}