{"id":"W2209051937","doi":"10.1007/1-4020-3171-8_7","title":"Learning to Work: Easing the Transition","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Transition (genetics); Work (physics); Quantitative easing; Psychology; Keynesian economics; Economics; Chemistry; Engineering; Mechanical engineering; Monetary policy; Central bank","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001079637,0.0001140891,0.0001015314,0.00009471588,0.001173225,0.0001947247,0.0001610149,0.0001516296,0.01046395],"category_scores_gemma":[0.0002893928,0.00008793152,0.00005732854,0.0001296148,0.0001427477,0.0001277031,0.00001177668,0.0006730866,0.001132874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702757,"about_ca_system_score_gemma":0.0003717729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004729278,"about_ca_topic_score_gemma":0.0001944852,"domain_scores_codex":[0.9990326,0.0001261675,0.0001443054,0.0001799922,0.000340766,0.0001761566],"domain_scores_gemma":[0.9993088,0.0002219397,0.0001376379,0.0000940009,0.0001817491,0.00005591895],"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":[0.000008427745,0.000005101328,0.000007021154,0.000002857254,0.00001505268,8.804208e-7,0.0978386,0.0001672288,0.000001309564,0.8748952,0.002449627,0.02460868],"study_design_scores_gemma":[0.00003237243,0.00001849834,0.00007318099,0.00009248956,0.00001350771,2.744551e-7,0.01252587,3.39098e-7,0.000001484218,0.005039625,0.9820701,0.0001322163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00016375,0.00003396937,0.0005748695,0.05076196,0.0005210256,0.000205567,2.383318e-7,0.00009926002,0.9476393],"genre_scores_gemma":[0.1114411,0.00003302056,0.0003931855,0.002564051,0.0008495083,0.000005069225,0.000006063485,0.0000198086,0.8846882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9796205,"threshold_uncertainty_score":0.9996449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09097419843094905,"score_gpt":0.380016270301515,"score_spread":0.2890420718705659,"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."}}