{"id":"W2044858168","doi":"10.1037/a0016625","title":"Measuring people intensively.","year":2009,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Mental Health Research Topics","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Ecological validity; Event (particle physics); Reliability (semiconductor); Naturalistic observation; Psychology; Construct validity; External validity; Interpersonal communication; Experience sampling method; Sampling (signal processing); Computer science; Social psychology; Psychometrics; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004613832,0.0007039228,0.0005450371,0.00331545,0.001149477,0.002007935,0.0007585027,0.0007368238,0.01655985],"category_scores_gemma":[0.01228786,0.0002102653,0.0004313578,0.003320488,0.001195146,0.003242197,0.003283883,0.0007991848,0.00660838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259488,"about_ca_system_score_gemma":0.001668156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630243,"about_ca_topic_score_gemma":0.003929643,"domain_scores_codex":[0.9935647,0.002205315,0.0005772803,0.0009104006,0.002453105,0.0002892156],"domain_scores_gemma":[0.9945409,0.001303693,0.000994591,0.0009016553,0.001869814,0.0003893751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001038775,0.0001607728,0.1003086,0.001628653,0.0001215706,0.0001202207,0.01496252,0.0002403198,0.001590276,0.03820729,0.05740351,0.7851523],"study_design_scores_gemma":[0.00002219072,0.0004162079,0.2173586,0.001720345,0.00009164944,0.001410346,0.01254406,0.0004401628,0.001114501,0.03237167,0.7324136,0.00009665165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1622142,0.03086446,0.08595192,0.008696974,0.002721463,0.003318834,0.01155664,0.001370018,0.6933056],"genre_scores_gemma":[0.6965681,0.02912609,0.1265388,0.006446908,0.00126063,0.007344252,0.01043027,0.0003046017,0.1219805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01655985,"threshold_uncertainty_score":0.05539817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1769386009455724,"score_gpt":0.4084569893281125,"score_spread":0.2315183883825401,"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."}}