{"id":"W4402730873","doi":"10.1037/drm0000279","title":"Thematic and content analysis of positively toned dreams.","year":2024,"lang":"en","type":"article","venue":"Dreaming","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Thematic map; Psychology; Content (measure theory); Content analysis; Thematic analysis; Psychoanalysis; Social science; Sociology; Qualitative research; Cartography; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001877809,0.00006806198,0.0001818681,0.0003554079,0.00005779389,0.00007200294,0.00009694615,0.00002461085,0.0000545502],"category_scores_gemma":[0.0002733854,0.00005277426,0.00007513405,0.0009293937,0.00009847401,0.0001004914,0.00006154082,0.00007513072,0.0000107229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001584384,"about_ca_system_score_gemma":0.00001462258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007453739,"about_ca_topic_score_gemma":0.000006919839,"domain_scores_codex":[0.9991624,0.00005925767,0.0001485765,0.0002369837,0.0002404083,0.0001523888],"domain_scores_gemma":[0.9991834,0.0005957313,0.00002358371,0.000125094,0.00002411693,0.00004810179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002109864,0.00006947474,0.002948843,0.0001485364,0.000344227,0.0001029387,0.002665506,0.0000195407,0.8651567,0.01951233,0.00002126084,0.1089896],"study_design_scores_gemma":[0.0001893184,0.00006981733,0.01561671,0.0001540638,0.0004603437,0.00001635322,0.001232145,0.0463066,0.9354728,0.0002785012,0.00005570524,0.0001476498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949201,0.0002590878,0.001258596,0.0001328976,0.00004491678,0.00009472979,0.0000184234,0.00003809019,0.003233202],"genre_scores_gemma":[0.9994769,0.00003057937,0.00003956892,0.00005010948,0.00001161826,0.000009696372,0.00000169444,0.00000778514,0.0003720265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1088419,"threshold_uncertainty_score":0.2152072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176693879009039,"score_gpt":0.339801690569375,"score_spread":0.2221323026684711,"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."}}