{"id":"W6908580414","doi":"10.2760/243454","title":"Teacher Costs","year":2015,"lang":"en","type":"other","venue":"Joint Research Centre (European Commission)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salary; Data collection; Work (physics); Class (philosophy); European union","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":["insufficient_payload"],"category_scores_codex":[0.01000376,0.0009915186,0.001005386,0.00217967,0.0003554242,0.0004401252,0.00216343,0.0004580796,0.1373673],"category_scores_gemma":[0.004561778,0.0008097142,0.0002997812,0.001529897,0.0006742047,0.0001372593,0.002976478,0.004351359,0.3995172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00186406,"about_ca_system_score_gemma":0.0008925044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008057135,"about_ca_topic_score_gemma":0.0004043549,"domain_scores_codex":[0.9793087,0.01090356,0.000801855,0.001570506,0.005037404,0.002377954],"domain_scores_gemma":[0.9922729,0.0002109673,0.0004349843,0.003395371,0.001010828,0.002674946],"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":[0.00008682569,0.0006714138,0.0001134428,0.0001228915,0.0001432266,0.001382958,0.0002268613,4.606506e-7,0.0003767447,0.0002719298,0.9896888,0.006914464],"study_design_scores_gemma":[0.001312485,0.0001044507,0.0002694043,0.002031187,0.00003116305,0.00003488213,0.000580153,0.00002959338,0.00004631352,0.00005377327,0.9946493,0.0008572847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001691309,0.002431966,0.000003363563,0.001203521,0.0005454067,0.001568924,0.0003974238,0.001943475,0.991889],"genre_scores_gemma":[0.0008639531,0.0001726207,0.0003356924,0.00006701884,0.003000081,0.00001221889,0.0007964083,0.006384854,0.9883671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2621499,"threshold_uncertainty_score":0.9994354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13417467777008,"score_gpt":0.3740408992323656,"score_spread":0.2398662214622856,"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."}}