{"id":"W3126076313","doi":"10.5539/ijps.v13n1p12","title":"The Effects of Mood, Language, and Order of Songs on Writing Productivity","year":2021,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mood; Active listening; Productivity; Argumentative; Memorization; Cognition; Set (abstract data type); Foreign language; Linguistics; Cognitive psychology; Social psychology; Communication; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003787305,0.0002304258,0.0002432507,0.0002290891,0.00023883,0.0006181782,0.0001135894,0.000210875,0.002309929],"category_scores_gemma":[0.005219781,0.0001322213,0.0001544832,0.00009558731,0.0002732023,0.0001752616,0.0003463492,0.0002496237,0.0002864646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343012,"about_ca_system_score_gemma":0.0001111506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003099502,"about_ca_topic_score_gemma":0.0008144691,"domain_scores_codex":[0.9996835,0.0001060582,0.00004571596,0.00006723324,0.00006436921,0.00003310885],"domain_scores_gemma":[0.9973749,0.001500847,0.0004817748,0.0001362429,0.0001856323,0.0003206481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02898104,0.004110826,0.2439202,0.0006639531,0.0004452616,0.0008519698,0.00625162,0.0003612618,0.6040965,0.0002060356,0.0005560876,0.1095552],"study_design_scores_gemma":[0.0001792373,0.004176622,0.9860182,0.00001954123,0.00009308672,0.0001847605,0.0009801405,0.0003530339,0.007419015,0.0001547456,0.0004020378,0.00001956786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987594,0.00008035847,0.0001216371,0.0000144952,0.00001329419,0.00001474771,0.0000284121,0.000003752367,0.0009638862],"genre_scores_gemma":[0.998781,0.0001001587,0.0003719428,0.00002836569,0.00001319645,0.00003499707,0.00004707628,0.000004520294,0.0006187638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002309929,"threshold_uncertainty_score":0.007727444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06325713578901966,"score_gpt":0.4155178232861984,"score_spread":0.3522606874971788,"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."}}