{"id":"W3006052429","doi":"","title":"Proceedings of the ISPIM Connecs Ottawa Conference","year":2019,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.003419926,0.001166022,0.001003954,0.00183492,0.004215292,0.008379906,0.001757487,0.002201883,0.1787032],"category_scores_gemma":[0.003042483,0.0006471817,0.000801669,0.002212973,0.002270752,0.0020353,0.003542256,0.002254916,0.05687552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01279197,"about_ca_system_score_gemma":0.02833577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5777462,"about_ca_topic_score_gemma":0.7661654,"domain_scores_codex":[0.9981636,0.0002748089,0.00008346015,0.000217755,0.0007784176,0.0004820034],"domain_scores_gemma":[0.996331,0.0003478535,0.00006255844,0.0004465611,0.002000905,0.0008109678],"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":[0.0005875349,0.000183949,0.002073481,0.0002734158,0.00003971123,0.000329068,0.001008921,0.001020911,0.001838187,0.01108985,0.8820202,0.09953476],"study_design_scores_gemma":[0.00001693025,0.00003196495,0.002217197,0.0001277245,0.00002650814,0.00003984736,0.001036838,0.000494152,0.0008561458,0.001100177,0.9940256,0.00002678973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03540729,0.0220133,0.01014308,0.04662218,0.04307817,0.0005120865,0.0130113,0.002196443,0.8270162],"genre_scores_gemma":[0.02335866,0.004394689,0.003014395,0.0006946838,0.000645177,0.00007811248,0.003223182,0.0003653108,0.9642258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5777462,"threshold_uncertainty_score":0.849481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142494833188609,"score_gpt":0.204418476426635,"score_spread":0.192993528094749,"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."}}