{"id":"W7100844433","doi":"","title":"The Research Network on The Changing Nature of Work and Lifelong Learning [WALL]","year":2015,"lang":"en","type":"article","venue":"","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adult education; Lifelong learning; Quarter (Canadian coin); Informal education; Informal learning; Work (physics); Adult Learning; Formal education; Andragogy","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":[0.005463649,0.0003201624,0.0005802203,0.004537032,0.003504469,0.003229022,0.001284761,0.001211224,0.01431756],"category_scores_gemma":[0.01081861,0.0002620806,0.0006069205,0.01047205,0.001075891,0.001898349,0.002534488,0.00135249,0.00234933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01399951,"about_ca_system_score_gemma":0.07789005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8808932,"about_ca_topic_score_gemma":0.9330468,"domain_scores_codex":[0.9973668,0.0004787634,0.0001678953,0.0002101409,0.001044097,0.0007322174],"domain_scores_gemma":[0.9853495,0.003340433,0.0009207812,0.0003958204,0.006331856,0.00366165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001671052,0.000107966,0.076015,0.006346564,0.0001091764,0.0001974168,0.005535583,0.0001713951,0.0002075322,0.01280649,0.3521084,0.5462273],"study_design_scores_gemma":[0.00002984982,0.0000733496,0.3767715,0.01164856,0.0001553924,0.0002078868,0.009082699,0.0001020393,0.0001294841,0.002693929,0.5990511,0.00005432425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03973876,0.2239636,0.003651556,0.1096912,0.004109321,0.002807903,0.09178269,0.0003354656,0.5239195],"genre_scores_gemma":[0.3324909,0.4475775,0.01809425,0.01794979,0.0009821063,0.005356713,0.05920503,0.0002002495,0.1181434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8808932,"threshold_uncertainty_score":0.2396164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301610142870927,"score_gpt":0.4572596598126895,"score_spread":0.3270986455255968,"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."}}