{"id":"W6994373277","doi":"","title":"WEB.ISOD.ES CEL","year":2019,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Social Issues and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Working life","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004812356,0.0002372798,0.0003180885,0.0002870756,0.0006549908,0.0003764329,0.0009450775,0.0003033105,0.000447458],"category_scores_gemma":[0.00005807162,0.0002761361,0.000186677,0.0006677049,0.0002944216,0.001514685,0.0002409796,0.0004033427,0.002726631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474044,"about_ca_system_score_gemma":0.0001767775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000260123,"about_ca_topic_score_gemma":0.01529394,"domain_scores_codex":[0.9977371,0.0004206211,0.000180929,0.0004205193,0.0005559048,0.0006849286],"domain_scores_gemma":[0.9988039,0.000173304,0.0001460813,0.0003991954,0.0001554756,0.0003220354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002692531,0.00004546001,0.983551,0.00001661042,0.00003302973,0.00003558914,0.01205812,0.000003456124,0.0003608323,0.00351308,0.000006242204,0.0003496213],"study_design_scores_gemma":[0.0006998388,0.00008054519,0.5865124,0.00007562317,0.00004868231,0.000001826024,0.008928068,8.873872e-8,0.0003714347,0.0003185071,0.4025045,0.0004584398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755596,0.0001298218,0.000008129258,0.0009275424,0.0008575819,0.0003321859,0.00001983403,0.0002857622,0.02187957],"genre_scores_gemma":[0.918143,0.0002141997,0.00001192332,0.0005097761,0.0003882679,6.866201e-7,0.00000734174,0.00002923684,0.08069561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4024983,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09977620901390113,"score_gpt":0.3585498178164443,"score_spread":0.2587736088025432,"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."}}