{"id":"W4230973139","doi":"10.22237/jmasm/1209616320","title":"Vol. 7, No. 1 (Full Issue)","year":2008,"lang":"en","type":"article","venue":"Journal of Modern Applied Statistical Methods","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; American Educational Research Association","keywords":"Mathematics; Statistics; Econometrics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005489137,0.001115923,0.001618403,0.002713937,0.001415898,0.007292974,0.002710526,0.002411714,0.3457337],"category_scores_gemma":[0.01775677,0.0008276125,0.001076669,0.002408545,0.002176624,0.003204641,0.001545647,0.003049204,0.2580872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414767,"about_ca_system_score_gemma":0.002027644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635322,"about_ca_topic_score_gemma":0.00330027,"domain_scores_codex":[0.9970049,0.0005554041,0.0002258495,0.0003823778,0.001670625,0.0001609166],"domain_scores_gemma":[0.9862135,0.005038651,0.0004715508,0.001455982,0.005394753,0.001425585],"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":[0.0001458496,0.0001425289,0.001169427,0.0005494483,0.00003752606,0.00009803296,0.00003138334,0.0001039142,0.0004671813,0.001789909,0.8895463,0.1059186],"study_design_scores_gemma":[0.00005633652,0.00008845644,0.00536883,0.0006583519,0.00003503122,0.0008341434,0.0001043225,0.0004807322,0.0007084013,0.003728982,0.9879057,0.00003074406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006221215,0.09422091,0.01141894,0.07432181,0.362676,0.0005646292,0.002608984,0.003299945,0.4446675],"genre_scores_gemma":[0.01991122,0.06357691,0.006957956,0.03453584,0.1716818,0.000326905,0.004173103,0.002182005,0.6966542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6542662,"threshold_uncertainty_score":0.9332314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05726917930111221,"score_gpt":0.4355602347547227,"score_spread":0.3782910554536105,"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."}}