{"id":"W1491379012","doi":"10.19173/irrodl.v12i1.888","title":"Preconditions for post-employment learning: Preliminary results from ongoing research","year":2011,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Locus of control; Psychology; Personality; Adult education; Formal learning; Informal learning; Sample (material); Self-efficacy; Population; Social psychology; Applied psychology; Pedagogy; Sociology; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01601239,0.000259744,0.0006332986,0.001039571,0.001611999,0.002635424,0.00112773,0.0009337754,0.007323537],"category_scores_gemma":[0.02860546,0.0003688011,0.000559792,0.001182611,0.001300649,0.002628182,0.001364255,0.001061365,0.0007918918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120243,"about_ca_system_score_gemma":0.004999791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004806802,"about_ca_topic_score_gemma":0.007886114,"domain_scores_codex":[0.9960933,0.0017435,0.0004399483,0.0004695925,0.000681264,0.0005723907],"domain_scores_gemma":[0.9380458,0.04424243,0.006019309,0.002906609,0.005716626,0.003069077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002505225,0.0097348,0.5930081,0.003677052,0.0002111685,0.00069962,0.04612321,0.0001733044,0.00230674,0.001994947,0.000725967,0.33884],"study_design_scores_gemma":[0.00009563407,0.003324936,0.9302215,0.001201427,0.0001422829,0.000231878,0.0582682,0.0001439003,0.00138151,0.0009871036,0.003972919,0.00002872256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863595,0.004862593,0.0007747855,0.000535527,0.00003164679,0.0007711884,0.0002286181,0.00001369664,0.00642242],"genre_scores_gemma":[0.9917471,0.0036894,0.002501586,0.0001773901,0.00003224088,0.0006674011,0.0002576776,0.000006763497,0.0009204218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01601239,"threshold_uncertainty_score":0.08468258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3009800997717747,"score_gpt":0.5467250206492695,"score_spread":0.2457449208774948,"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."}}