{"id":"W2094945348","doi":"10.1111/j.1475-6811.2011.01346.x","title":"Development of a prototype‐based measure of relational boredom","year":2011,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Winnipeg; Manitoba Beekeepers' Association","funders":"","keywords":"Boredom; Psychology; Scale (ratio); Construct (python library); Reliability (semiconductor); Construct validity; Measure (data warehouse); Developmental psychology; Social psychology; Psychometrics; Computer science; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.0003530596,0.00006777674,0.00008801441,0.00009697037,0.0001412717,0.000002734781,0.0000709786,0.00005757985,0.0002338374],"category_scores_gemma":[0.0005352501,0.00006276831,0.00005273295,0.0001957354,0.00007623497,0.00007893282,0.00001111859,0.000141886,0.00002677568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002079386,"about_ca_system_score_gemma":0.0001803054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000340137,"about_ca_topic_score_gemma":0.000004378756,"domain_scores_codex":[0.9990523,0.00008739883,0.0002671677,0.0001531201,0.0003481796,0.00009180529],"domain_scores_gemma":[0.9995216,0.0001281952,0.000154674,0.00008201422,0.00007443059,0.00003908456],"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":[0.001064942,0.001348047,0.254443,0.0003697251,0.00005633102,0.000007077345,0.04019101,0.000171329,0.5367032,0.1560099,0.0002042157,0.009431168],"study_design_scores_gemma":[0.001121219,0.0001272085,0.5435636,0.0002499345,0.00003603077,0.000009035336,0.0005530766,0.006059248,0.4442131,0.002328953,0.001461523,0.0002770582],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720521,0.00002279744,0.01561044,0.00005802036,0.000053204,0.0002744175,0.0000121767,0.00002558476,0.01189127],"genre_scores_gemma":[0.9793904,3.521995e-7,0.02037305,0.00001101304,0.000009633346,0.00003006951,0.000005768487,0.000006964608,0.0001727287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2891206,"threshold_uncertainty_score":0.2560356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2986808536751057,"score_gpt":0.2844391258696854,"score_spread":0.01424172780542027,"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."}}