{"id":"W4407276185","doi":"10.70266/9783886177578","title":"10.70266/9783886177578","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Psychology, Coaching, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003205059,0.0006339866,0.0007709241,0.0004441983,0.0001213064,0.00004836867,0.0009159677,0.001003182,0.9984995],"category_scores_gemma":[0.00001155954,0.0006574492,0.0003190917,0.0001367442,0.0001347962,0.00004626696,0.00006377046,0.0008530638,0.9979308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307617,"about_ca_system_score_gemma":0.0001253694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002460583,"about_ca_topic_score_gemma":5.975082e-8,"domain_scores_codex":[0.9972773,0.0002094763,0.0005040156,0.0009881241,0.0002791929,0.0007418977],"domain_scores_gemma":[0.9978001,0.0001504477,0.0001957242,0.00148656,0.00005080796,0.0003163677],"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":[0.0003607176,0.0001225826,6.230288e-8,0.000007661062,0.0002770832,0.0000832303,0.0001227776,8.940233e-7,0.000002278641,0.0002212457,0.8182706,0.1805309],"study_design_scores_gemma":[0.0007816812,0.0004900093,0.00002056277,0.00006003902,0.00007491925,0.000091634,0.000001174248,8.102025e-7,5.074039e-7,0.0006659089,0.9971315,0.0006812253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006541901,0.001432117,0.000003015523,0.0001749459,0.0001652375,0.0005902145,0.0001712529,0.0004228037,0.9970339],"genre_scores_gemma":[0.000001796443,0.000005036469,0.00002826723,0.000972856,0.001683621,0.00009582708,0.0002947076,0.0002313652,0.9966865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1798497,"threshold_uncertainty_score":0.9995877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427328600136109,"score_gpt":0.2584498940721831,"score_spread":0.244176608070822,"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."}}