{"id":"W4412035561","doi":"10.1145/3715336.3735790","title":"LuciEntry: Towards Understanding the Design of Lucid Dream Induction","year":2025,"lang":"en","type":"article","venue":"","topic":"User Authentication and Security Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Australian Research Council","keywords":"Lucid dream; Dream; Computer science; Psychology; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005939512,0.001115227,0.0003941335,0.0008335051,0.00123306,0.005822697,0.002913261,0.001948525,0.005121056],"category_scores_gemma":[0.01670621,0.0009135999,0.0008906514,0.000344235,0.005318798,0.006276796,0.003982921,0.002566283,0.001034305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935109,"about_ca_system_score_gemma":0.001925718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002315043,"about_ca_topic_score_gemma":0.00274622,"domain_scores_codex":[0.9955851,0.002812095,0.0002746975,0.0004437491,0.0006127496,0.0002715274],"domain_scores_gemma":[0.993948,0.003579757,0.0003544045,0.0007943083,0.0009356556,0.0003877878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001026329,0.0005557555,0.00768431,0.004723893,0.000122545,0.002484265,0.2754904,0.009185653,0.0557659,0.3647102,0.01117373,0.267077],"study_design_scores_gemma":[0.0003771796,0.001316701,0.0058565,0.003823152,0.0003904571,0.004517407,0.05147888,0.0951701,0.04455422,0.1185591,0.673568,0.000388341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03268077,0.001023564,0.9377126,0.002276604,0.0001231165,0.001099915,0.0001146941,0.00188204,0.02308672],"genre_scores_gemma":[0.2833811,0.001106358,0.6980917,0.0007456503,0.00003373732,0.00207318,0.0002733742,0.0005500627,0.01374482],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005939512,"threshold_uncertainty_score":0.03141153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06865281404191687,"score_gpt":0.2801748057395755,"score_spread":0.2115219916976587,"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."}}