{"id":"W4315849244","doi":"10.53841/bpscpf.2013.1.249.4","title":"Correspondence","year":2013,"lang":"en","type":"article","venue":"Clinical Psychology Forum","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001089758,0.0001817824,0.0003676793,0.0000977821,0.0000858554,0.00002566275,0.0006900179,0.0004200514,0.01297999],"category_scores_gemma":[0.001495655,0.0001583788,0.0002380685,0.0003004954,0.0009275126,0.0002252204,0.0001425452,0.0006793778,0.4874674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001627192,"about_ca_system_score_gemma":0.00003229045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001161544,"about_ca_topic_score_gemma":0.00001076628,"domain_scores_codex":[0.9971571,0.0004028782,0.0008646011,0.0006859244,0.0001717981,0.0007176722],"domain_scores_gemma":[0.9974427,0.0008410549,0.000209065,0.001053583,0.0001244717,0.0003291101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001068623,0.0002740335,0.1961088,7.909077e-7,0.00002140588,0.00001035969,0.000007282949,3.000953e-7,0.0007036013,0.001025989,0.7805938,0.02114673],"study_design_scores_gemma":[0.001326995,0.0004566302,0.5909145,0.000007417048,0.00001172256,0.00004189054,0.00003327385,0.00009830604,0.00001917191,0.026078,0.3807992,0.0002128234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8208908,0.0001760252,0.0008896687,0.01898492,0.005475251,0.0005944825,0.00001553157,0.0005546969,0.1524187],"genre_scores_gemma":[0.9549193,0.00002020731,0.001318665,0.03090013,0.0002884313,0.00008431542,0.000009770021,0.00007531118,0.01238389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4744874,"threshold_uncertainty_score":0.9879223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1829733356188496,"score_gpt":0.5185169880337713,"score_spread":0.3355436524149218,"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."}}