{"id":"W6954719442","doi":"10.57907/mirri/e7bzog","title":"MIRRI0064186","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Identification (biology); Population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005404017,0.001015919,0.0008703871,0.001118177,0.000403394,0.0001324632,0.001461008,0.0007252662,0.9914051],"category_scores_gemma":[0.0007575078,0.0009985566,0.0004845418,0.001218752,0.0001556566,0.0001249905,0.000657479,0.001518234,0.5297369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003196888,"about_ca_system_score_gemma":0.0002740593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086554,"about_ca_topic_score_gemma":0.0000810906,"domain_scores_codex":[0.9943773,0.0006894788,0.0009017774,0.001952696,0.000979976,0.001098828],"domain_scores_gemma":[0.995739,0.0008185676,0.0008684059,0.001917133,0.0002737772,0.0003831354],"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":[0.0002050553,0.001747598,0.001023883,0.00008391448,0.0006683514,0.0004250603,0.0001931604,0.000001361968,0.000005147258,0.0000356889,0.9597331,0.03587771],"study_design_scores_gemma":[0.001918251,0.0001955756,0.0004700993,0.00005910883,0.0004502488,0.0001116259,0.0007396337,5.892745e-7,0.00003262024,0.000670705,0.9944074,0.0009441692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001385737,0.01878049,0.000155216,0.000506618,0.01056285,0.0007789619,0.9679441,0.0002839366,0.0008492287],"genre_scores_gemma":[0.0001185175,0.02153507,0.0002007698,0.001453132,0.002029988,0.0008191601,0.9515638,0.0001660442,0.02211358],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4616682,"threshold_uncertainty_score":0.9992465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408686988575867,"score_gpt":0.3437525555861168,"score_spread":0.3096656857003581,"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."}}