{"id":"W187553105","doi":"","title":"Victoria University learning in the workplace and community: connecting partners, connecting fields, connecting learning","year":2012,"lang":"en","type":"article","venue":"Victoria University Research Repository (Victoria University)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of South Africa; Tshwane University of Technology; University of Waterloo; University of Surrey; University of Western Sydney; Griffith University; Flinders University; University of New England; Murdoch University; Massey University; University of Johannesburg; Central Queensland University; Auckland University of Technology, New Zealand; Australian Catholic University; University of Waikato","keywords":"General partnership; Operationalization; Scholarship; Experiential learning; The arts; Higher education; Service-learning; Sociology; Pedagogy; Knowledge management; Public relations; Psychology; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009395264,0.0003545303,0.0004560824,0.0009091606,0.0152123,0.0003718788,0.001456509,0.0005611547,0.0001172373],"category_scores_gemma":[0.002864611,0.0004194261,0.0001705198,0.003313266,0.0006753213,0.001646591,0.0007322519,0.004654678,0.00003083214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002287633,"about_ca_system_score_gemma":0.0006415218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02609181,"about_ca_topic_score_gemma":0.0085304,"domain_scores_codex":[0.9790058,0.01753959,0.0002954836,0.0006468199,0.001034034,0.001478281],"domain_scores_gemma":[0.9893596,0.008344113,0.0003051247,0.0006029574,0.0006916213,0.0006966367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005290993,0.0005055098,0.6261356,0.0001034746,0.0001318086,0.0002071651,0.3123336,0.0002231568,0.000670508,0.05786105,0.0007382771,0.0005606404],"study_design_scores_gemma":[0.0008665443,0.0001267934,0.005464945,0.00007523823,0.00005319045,0.00001472638,0.3749552,0.00003520946,0.00004098537,0.00005427956,0.6179639,0.0003489899],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026614,0.00008873401,0.0002013013,0.0008387308,0.002002308,0.0005280505,0.000004194178,0.0003609911,0.09331428],"genre_scores_gemma":[0.9877579,0.0001624838,0.0001814942,0.00001782022,0.001181256,3.258225e-7,0.00001654883,0.00003183564,0.01065031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6206707,"threshold_uncertainty_score":0.9998258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06233215475208576,"score_gpt":0.3395347845687423,"score_spread":0.2772026298166565,"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."}}