{"id":"W7021406477","doi":"","title":"Negotiated Success: Contractual Benefits that Enhance Recruitment and Retention","year":2023,"lang":"en","type":"report","venue":"ScholarWorks - UA (University of Alaska System)","topic":"Environmental and Biological Research in Conflict Zones","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Nucleofection; Circumstantial evidence; Work (physics); Hyporeflexia; TSG101; Subpoena","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":[],"category_scores_codex":[0.001598033,0.0003752655,0.0006648959,0.0001198612,0.0004565369,0.00007607132,0.0006561599,0.0007316469,0.001560033],"category_scores_gemma":[0.0001571701,0.0003538129,0.0002249372,0.0003420725,0.0006569563,0.0005186909,0.001143234,0.0007978795,0.0006072994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008299076,"about_ca_system_score_gemma":0.00006453463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002997486,"about_ca_topic_score_gemma":0.000802541,"domain_scores_codex":[0.9963451,0.0002772533,0.0003359606,0.0009270131,0.00157484,0.0005398489],"domain_scores_gemma":[0.9983556,0.0002270057,0.0005635856,0.0004759856,0.00005275033,0.0003250293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001329853,0.001011972,0.5407096,0.004370688,0.002076376,0.001593691,0.002281573,0.000893468,0.01714155,0.0001504401,0.06351448,0.3649263],"study_design_scores_gemma":[0.001056477,0.0006167683,0.8746878,0.003094946,0.000308987,0.00008011854,0.00375566,0.000238908,0.001021668,0.00004000717,0.1140162,0.001082466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705013,0.001816612,0.0001361392,0.0003829526,0.0007671384,0.001617145,0.0003219077,0.0002047377,0.02425209],"genre_scores_gemma":[0.9647152,0.01043933,0.000192989,0.00001810669,0.00007414179,0.000007810299,0.000222233,0.00003302802,0.02429713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3638439,"threshold_uncertainty_score":0.9998914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1853002989764871,"score_gpt":0.3138023777060112,"score_spread":0.1285020787295241,"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."}}