{"id":"W4411312037","doi":"10.53762/xxx05157","title":"10.53762/xxx05157","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Families in Therapy and Culture","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007393501,0.0001091871,0.0001132792,0.00002477857,0.00006322728,0.00001502903,0.0002274651,0.0001049634,0.999545],"category_scores_gemma":[0.000005423241,0.00009628524,0.00005329962,0.0001368493,0.0000365666,0.00003233792,0.00001319375,0.0001073616,0.9964885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001328139,"about_ca_system_score_gemma":0.000005162963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001135546,"about_ca_topic_score_gemma":9.477716e-8,"domain_scores_codex":[0.9993062,0.00004937082,0.0001122996,0.0002065708,0.00008836263,0.0002371677],"domain_scores_gemma":[0.9995042,0.00002282781,0.00001349946,0.000360372,0.00001688455,0.00008218647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001271396,0.00004438151,1.401081e-7,8.23594e-7,0.00002298999,0.000006612602,0.0002186958,0.000006909071,0.00003853325,0.0000246345,0.4849164,0.5145927],"study_design_scores_gemma":[0.0002686912,0.0001616128,0.00009547819,0.000004917581,0.000008065843,0.00001437459,0.00001266534,0.000003541695,0.00001985716,0.00003273422,0.9992443,0.000133756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002806368,0.0002748531,3.19052e-7,0.000327834,0.00001596854,0.000119082,0.00001242058,0.0001376771,0.9963055],"genre_scores_gemma":[0.0004126795,5.076325e-7,0.00004842774,0.0006251076,0.0002029523,0.00002888972,0.00001193519,0.00001939894,0.9986501],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.514459,"threshold_uncertainty_score":0.3926398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007261054502120248,"score_gpt":0.2239792343895337,"score_spread":0.2167181798874135,"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."}}