{"id":"W2789783566","doi":"10.1002/acp.3404","title":"Self‐reported inner speech use in university students","year":2018,"lang":"en","type":"article","venue":"Applied Cognitive Psychology","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Psychology; Coding (social sciences); Listing (finance); Neglect; Cognitive psychology; Self; Social psychology","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":[0.001170903,0.0002184873,0.0003640703,0.001250879,0.0004253113,0.001220693,0.000284429,0.0003168191,0.001892276],"category_scores_gemma":[0.006948608,0.0001334405,0.0002586756,0.0006643121,0.0005413324,0.0004934281,0.0009382175,0.0005342545,0.0003709124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181445,"about_ca_system_score_gemma":0.0003485081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008060207,"about_ca_topic_score_gemma":0.001258159,"domain_scores_codex":[0.9992208,0.0002316901,0.0001150495,0.00007688936,0.0002508366,0.0001045908],"domain_scores_gemma":[0.9932596,0.001640723,0.002718255,0.0003926522,0.000956849,0.001031904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007718574,0.0001774983,0.9757679,0.00004251644,0.00002709738,0.00007452551,0.006382964,0.00005451035,0.00101693,0.00005205911,0.0001801664,0.01614671],"study_design_scores_gemma":[0.00000423861,0.0002545465,0.9886425,0.00002244466,0.00001819433,0.0002085301,0.009131055,0.0001856064,0.000749753,0.00008683441,0.0006781064,0.00001809392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996283,0.0000410313,0.00003074469,0.00001755117,0.000002453778,0.00000370021,0.00003688311,0.00000374613,0.0002355087],"genre_scores_gemma":[0.999622,0.00005491801,0.00006068705,0.000012161,0.000003587298,0.000007723738,0.00005265135,0.000001089089,0.0001852336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001892276,"threshold_uncertainty_score":0.006330252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05525167875424002,"score_gpt":0.3729778873765656,"score_spread":0.3177262086223255,"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."}}