{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003721965,0.0001969091,0.0001843387,0.0001893856,0.00009796111,0.0003533795,0.001867081,0.00008899985,0.00005792666],"category_scores_gemma":[0.0001458041,0.0001646112,0.0000338566,0.0002704435,0.00008785151,0.0004191165,0.001148764,0.0002326759,0.0002031948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002292738,"about_ca_system_score_gemma":0.0003470708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07816479,"about_ca_topic_score_gemma":0.1310339,"domain_scores_codex":[0.9982922,0.00001374515,0.0002415629,0.0004741053,0.0006115834,0.0003667661],"domain_scores_gemma":[0.9988809,0.000019727,0.0001117818,0.0003601832,0.0004949869,0.0001324859],"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":[0.000004392257,0.00003366654,0.001120585,0.000007530564,0.00002981713,0.00001602664,0.0001833865,0.00002785356,0.00002077725,0.1333578,0.8549169,0.01028122],"study_design_scores_gemma":[0.0005401191,0.0001260355,0.0002726291,0.00003501404,0.000008516417,0.0000218429,0.003428102,0.06341854,0.001167802,0.004754472,0.9258281,0.0003988403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001793584,0.0008142283,0.07635181,0.08320388,0.002150731,0.0003553656,0.000005091639,0.002048247,0.833277],"genre_scores_gemma":[0.9151629,0.0000662614,0.01549495,0.0002829125,0.00007334865,0.00003759359,0.000004878216,0.00001181477,0.06886532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9133694,"threshold_uncertainty_score":0.9279738,"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."}}