{"id":"W6943759446","doi":"10.17605/osf.io/cvjnt","title":"Experience Sampling Study","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Observational study; Sampling (signal processing); Sampling design; Data collection; State (computer science); Sample (material)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003624073,0.0005771638,0.0008281698,0.0003910114,0.0001931686,0.0001303013,0.002072359,0.0006575008,0.9844175],"category_scores_gemma":[0.001489929,0.0006644473,0.000214959,0.0003917812,0.0002330832,0.0000575677,0.002732898,0.001374713,0.8674639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004091683,"about_ca_system_score_gemma":0.0002751889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004054604,"about_ca_topic_score_gemma":0.0007867425,"domain_scores_codex":[0.9911321,0.001921044,0.000835753,0.004110779,0.0009375935,0.001062697],"domain_scores_gemma":[0.9902298,0.0004771671,0.0004274653,0.008225472,0.0001010367,0.0005390643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001749805,0.003827815,0.06088186,0.0006747213,0.0007883238,0.0007672307,0.01850402,0.000009775212,0.0002180717,0.0017911,0.8469046,0.06545746],"study_design_scores_gemma":[0.0008931341,0.000003754738,0.01471855,0.0003369281,0.00003951173,0.00004678011,0.003883444,0.000007348819,0.0000918568,0.0001986758,0.9792153,0.0005646743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006332754,0.0000328474,0.0004555144,0.00008691636,0.002071967,0.003003038,0.00003029637,0.0003080853,0.9876786],"genre_scores_gemma":[0.005559991,0.0001270301,0.001149322,0.0001946332,0.0004704253,0.001628188,0.00005460979,0.0005013888,0.9903144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1323107,"threshold_uncertainty_score":0.9995807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129884141230428,"score_gpt":0.448730735524506,"score_spread":0.3357423214014632,"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."}}