{"id":"W6992951116","doi":"","title":"Mood detection and memory performance evaluation with body sensors","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mood; Android (operating system); Memory test; Bluetooth; Population; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001302688,0.0007000294,0.0005360814,0.0005887624,0.00103513,0.00006232262,0.0002102883,0.0009997843,0.001663822],"category_scores_gemma":[0.0002089049,0.0006016342,0.0001545698,0.0003614326,0.00008162284,0.0006984901,0.00003258103,0.001044553,0.001018016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431857,"about_ca_system_score_gemma":0.00004789898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009938201,"about_ca_topic_score_gemma":0.0009190231,"domain_scores_codex":[0.9958721,0.0006968246,0.0006829279,0.001228943,0.0009058671,0.0006133651],"domain_scores_gemma":[0.9974863,0.0001427194,0.0006850846,0.0006155041,0.0007946595,0.0002757569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001109809,0.0002035905,0.00005668887,0.0002173081,0.0003549958,0.00001504097,0.00005026711,0.000005010079,0.0457631,0.001651246,0.000004307194,0.9505686],"study_design_scores_gemma":[0.02696489,0.005428072,0.1896533,0.004790339,0.004729186,0.001352766,0.005849645,0.0004708778,0.7135817,0.0115821,0.02806319,0.007533871],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7334769,0.000125001,4.871442e-7,0.00001128206,0.001956044,0.001020325,0.0001888697,0.0002260373,0.262995],"genre_scores_gemma":[0.9754917,0.000230548,0.00006985209,0.00009570394,0.0001383472,0.0004697806,0.0006716473,0.0001952721,0.02263714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9430348,"threshold_uncertainty_score":0.9997598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017373683851011,"score_gpt":0.2749948953186828,"score_spread":0.2548211584801727,"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."}}