{"id":"W7001267946","doi":"","title":"Innovation Through Convention? Building Consensus for RPL Practice in Canadian Universities","year":2009,"lang":"en","type":"other","venue":"AUSpace (Athabasca University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004244673,0.000545614,0.0005612769,0.007549448,0.000254584,0.00007881181,0.000592082,0.0007058883,0.0006701092],"category_scores_gemma":[0.0003435996,0.0007857612,0.0001584233,0.004250275,0.0002365151,0.0006974714,0.00009000815,0.0004913803,0.0003375863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00454685,"about_ca_system_score_gemma":0.002936789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5932458,"about_ca_topic_score_gemma":0.8021489,"domain_scores_codex":[0.9974005,0.0002567035,0.0002512338,0.000793293,0.0003456466,0.0009526173],"domain_scores_gemma":[0.9976627,0.0003572401,0.0007667898,0.0005317474,0.0004703785,0.0002111327],"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":[0.0001438621,0.00007381437,0.0001290918,0.00006507053,0.0002167639,0.0005361195,0.0007412473,0.00002799607,0.00005650134,0.4107993,0.5870944,0.0001158182],"study_design_scores_gemma":[0.002368324,0.0001139239,0.0001233718,0.0004820276,0.0002802564,0.00002442529,0.01069376,0.00002978766,0.00005523885,0.0003528881,0.9846932,0.0007828285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001210552,0.0002677289,0.0006320766,0.003210337,0.0003997195,0.001444422,0.00128201,0.000469231,0.9910839],"genre_scores_gemma":[0.004427355,0.00008937818,0.01283487,0.0003075752,0.0001619177,0.000001834058,0.0005223992,0.0005461421,0.9811085],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4104464,"threshold_uncertainty_score":0.9994593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757093848368365,"score_gpt":0.2756176015189933,"score_spread":0.2580466630353097,"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."}}