{"id":"W4239918061","doi":"10.1007/978-94-6091-768-4_1","title":"Introduction","year":2012,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Lifelong learning; Vocational education; Field (mathematics); Variety (cybernetics); Czech; Political science; Adult education; Pedagogy; Sociology; Philosophy; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005781777,0.0007219899,0.0005364968,0.001173134,0.002027008,0.005338745,0.001542737,0.002326195,0.5045198],"category_scores_gemma":[0.002456595,0.0002691007,0.0005352583,0.001200202,0.0009307961,0.003811049,0.002727542,0.002269701,0.3121372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189997,"about_ca_system_score_gemma":0.002194717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003315856,"about_ca_topic_score_gemma":0.00388991,"domain_scores_codex":[0.9991598,0.00009123847,0.00004022144,0.0002165114,0.0003775848,0.0001145741],"domain_scores_gemma":[0.9992244,0.0001125055,0.00003469511,0.00009647819,0.0003370254,0.0001949419],"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":[0.00003064072,0.00004698605,0.000222328,0.0002838522,0.000002964652,0.0001799238,0.0005309785,0.0001183406,0.0003948697,0.04825248,0.8028832,0.1470534],"study_design_scores_gemma":[0.000001124913,0.000005713301,0.0001143156,0.00008943203,6.470855e-7,0.00008867118,0.00009701508,0.00001170702,0.00003589637,0.002143219,0.9974098,0.000002470579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000752937,0.006253672,0.002951041,0.006039239,0.007411511,0.0001595448,0.001727074,0.0006223272,0.9740828],"genre_scores_gemma":[0.004409787,0.00376342,0.001677219,0.002510251,0.001115685,0.00009512738,0.001587158,0.0002722763,0.9845691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4954802,"threshold_uncertainty_score":0.7067424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061341163041018,"score_gpt":0.2631957953926569,"score_spread":0.2425823837622467,"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."}}