{"id":"W7000214852","doi":"","title":"E-technologies 6th International Conference, MCETECH 2015, Montréal, QC, Canada, May 12-15, 2015 ; proceedings","year":2015,"lang":"en","type":"article","venue":"","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Context (archaeology); Key (lock)","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":[0.004380523,0.001359567,0.001101505,0.002134649,0.002687281,0.008812888,0.00255016,0.001571342,0.1482695],"category_scores_gemma":[0.003088256,0.0004767705,0.0007813139,0.00173201,0.001682408,0.002787882,0.003588793,0.001981799,0.0523276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006411693,"about_ca_system_score_gemma":0.0167994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2691108,"about_ca_topic_score_gemma":0.4566569,"domain_scores_codex":[0.9982231,0.0002247081,0.00006003351,0.0001932393,0.0008877502,0.0004111782],"domain_scores_gemma":[0.9960854,0.0002254676,0.00004814085,0.0002921382,0.002205632,0.001143294],"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":[0.0001761909,0.0002167815,0.00148973,0.0002140119,0.00003672478,0.000116512,0.0003448433,0.0005293397,0.002571796,0.007013788,0.8415299,0.1457604],"study_design_scores_gemma":[0.00002109995,0.00006621748,0.00425472,0.0002277643,0.00002870238,0.00007187964,0.0006006636,0.001558793,0.002284691,0.001689591,0.9891627,0.00003318864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0405323,0.04487813,0.0938846,0.03503441,0.05501845,0.001356976,0.01914424,0.01135315,0.6987978],"genre_scores_gemma":[0.03068843,0.007003682,0.01674023,0.00121254,0.0008802712,0.000175032,0.01151906,0.0009381446,0.9308427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2691108,"threshold_uncertainty_score":0.5350888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903517831366592,"score_gpt":0.2498888303314573,"score_spread":0.2208536520177913,"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."}}