{"id":"W2359728600","doi":"","title":"Reflections on \"Next Generation Work\" under new situation","year":2010,"lang":"en","type":"article","venue":"Zhongnan Linye Keji Daxue xuebao","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Quarter (Canadian coin); Politics; Work (physics); State (computer science); Order (exchange); Public relations; Political education; Political science; Psychology; Sociology; Business; Law; History; Engineering; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004748437,0.0001548692,0.0001347897,0.0001162449,0.001122476,0.0003732889,0.0002435038,0.0002914375,0.0008916305],"category_scores_gemma":[0.0003457163,0.0001630657,0.0001160262,0.0007225472,0.0001634514,0.0004413086,0.00002119968,0.0004703192,0.000774471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563202,"about_ca_system_score_gemma":0.0005935769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487028,"about_ca_topic_score_gemma":0.0190987,"domain_scores_codex":[0.998481,0.0001314702,0.000254438,0.0003399522,0.0004418509,0.0003512332],"domain_scores_gemma":[0.9989936,0.000110008,0.0001197665,0.0003288507,0.0001549642,0.0002927787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002550498,0.0004788437,0.001502,0.000007236743,0.00005775195,0.000001831469,0.08422536,0.001294469,0.02251418,0.7884445,0.06330479,0.03814358],"study_design_scores_gemma":[0.001560976,0.0002074456,0.02741477,0.00009313536,0.0001354302,0.000004094918,0.02961794,0.004390874,0.001106512,0.03205879,0.9017758,0.001634256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8199706,0.00004747828,0.004145605,0.01666309,0.00856629,0.0005459544,0.000008554061,0.0003599653,0.1496924],"genre_scores_gemma":[0.9379855,0.00005487538,0.002571565,0.001566854,0.003263474,0.00002218525,0.00008720307,0.00002587015,0.0544225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.838471,"threshold_uncertainty_score":0.9988002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650910805844926,"score_gpt":0.4093267091124137,"score_spread":0.2442356285279211,"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."}}