{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01048523,0.0003627858,0.0005079694,0.007058985,0.002096628,0.002028672,0.0007149728,0.0003598967,0.002774764],"category_scores_gemma":[0.03495144,0.0001963125,0.0004997051,0.009164516,0.001924149,0.00136447,0.003308881,0.0007220846,0.0002916663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003114288,"about_ca_system_score_gemma":0.002837211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004384709,"about_ca_topic_score_gemma":0.008331046,"domain_scores_codex":[0.9943721,0.003092346,0.0006591716,0.0005570524,0.001024134,0.000295043],"domain_scores_gemma":[0.9758863,0.01437693,0.002405158,0.001268503,0.005688668,0.0003745464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007967792,0.0001978717,0.03494141,0.004486761,0.0001029555,0.0005428352,0.7808651,0.0003110333,0.01615459,0.01218217,0.009100959,0.1403176],"study_design_scores_gemma":[0.00008820332,0.0002652239,0.2813519,0.001685157,0.0001727367,0.0008291599,0.6217942,0.002081963,0.008701243,0.01181094,0.07106282,0.000156451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311936,0.0009087479,0.01838512,0.001206059,0.0003102981,0.007406692,0.01390622,0.0001595779,0.02652374],"genre_scores_gemma":[0.9370002,0.0008466442,0.03225564,0.0002774071,0.00009488474,0.01629665,0.006939649,0.0001638772,0.006124998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01048523,"threshold_uncertainty_score":0.05545187,"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."}}