{"id":"W6979727975","doi":"","title":"Active Residents. Dynamic, segmented employment","year":2024,"lang":"en","type":"preprint","venue":"Open Repository and Bibliography (University of Luxembourg)","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Quarter (Canadian coin); Conurbation; Private sector; Work (physics); Public sector","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004836126,0.0002640321,0.0001721718,0.001421983,0.001360085,0.001728049,0.0004806416,0.0003762044,0.05974187],"category_scores_gemma":[0.00121271,0.0001438885,0.0001469634,0.002484109,0.000641458,0.001544706,0.002060098,0.000367271,0.01430201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009806037,"about_ca_system_score_gemma":0.001109536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121749,"about_ca_topic_score_gemma":0.01479409,"domain_scores_codex":[0.999518,0.00007502896,0.00001616798,0.0000888536,0.0001170278,0.0001848584],"domain_scores_gemma":[0.9994749,0.00008803762,0.0001029183,0.00004882185,0.0000984259,0.0001868129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004030518,0.0002691849,0.09184246,0.0005187184,0.00002651436,0.001266559,0.03020472,0.0006226604,0.001086251,0.1585841,0.2515433,0.4636326],"study_design_scores_gemma":[0.00004066416,0.0001459398,0.185638,0.0002945308,0.00001705203,0.001243739,0.02780361,0.000894569,0.0002597276,0.04122303,0.7424083,0.00003078959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3941685,0.003791077,0.004812741,0.008515457,0.0004139667,0.0002159762,0.01159741,0.0005851725,0.5758996],"genre_scores_gemma":[0.7812985,0.001645881,0.001935488,0.0007014151,0.0002559246,0.0001588233,0.004514685,0.0001050778,0.2093841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05974187,"threshold_uncertainty_score":0.1998565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047371805627573,"score_gpt":0.2305237352468561,"score_spread":0.2200500171905804,"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."}}