{"id":"W6923487104","doi":"10.1371/journal.pone.0319398.s001","title":"REB Protocol - EMPOWER –NoLogo.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Coaching; Curriculum; General partnership; Fidelity; Randomized controlled trial; Intervention (counseling); Program evaluation; Session (web analytics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02748992,0.00188218,0.002678054,0.002234115,0.001812311,0.002877679,0.002532766,0.003375329,0.4756324],"category_scores_gemma":[0.03857072,0.002170613,0.002225674,0.002001161,0.001531117,0.001851567,0.002798543,0.003466628,0.1229564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003649631,"about_ca_system_score_gemma":0.01359132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002995509,"about_ca_topic_score_gemma":0.005446733,"domain_scores_codex":[0.9852201,0.008974551,0.002051284,0.001533645,0.001323914,0.0008965376],"domain_scores_gemma":[0.9788595,0.006383686,0.002192949,0.005595884,0.005802388,0.001165638],"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":[0.08073348,0.004467153,0.001580074,0.03401541,0.0005037321,0.0002526422,0.00158841,0.001520329,0.002114938,0.03196096,0.6267514,0.2145115],"study_design_scores_gemma":[0.0514389,0.004337931,0.004658729,0.01203738,0.0002280745,0.00009387756,0.0004271993,0.001787233,0.00150801,0.0102373,0.9131299,0.0001153435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001888537,0.0002753979,0.008219711,0.0007780325,0.001168834,0.9236604,0.02704482,0.001380211,0.03558403],"genre_scores_gemma":[0.002000696,0.00008923437,0.005367662,0.000442774,0.00005333115,0.9818133,0.001801955,0.0001063454,0.00832474],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4756324,"threshold_uncertainty_score":0.7479467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204841860982704,"score_gpt":0.4834124860518978,"score_spread":0.4313640674420708,"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."}}