{"id":"W31298903","doi":"10.1103/physrevlett.122.233904","title":"Wrapping Her Mouth Around Juicy Words: An Interview with Kathi Appelt.","year":2005,"lang":"en","type":"article","venue":"Teacher librarian","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Visual arts; Advertising; Mathematics education; Art; Business","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":[],"category_scores_codex":[0.001400293,0.0002231783,0.0002628287,0.000101539,0.000422222,0.0004383452,0.0006908329,0.0001703416,0.003673033],"category_scores_gemma":[0.00003729111,0.0002075724,0.00006200533,0.0002575932,0.0002774224,0.002112,0.0000884664,0.0003355931,0.0007256468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002670542,"about_ca_system_score_gemma":0.0004002301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003853671,"about_ca_topic_score_gemma":0.0007786656,"domain_scores_codex":[0.9979159,0.0004624614,0.0003210862,0.0004471199,0.0002878345,0.0005656316],"domain_scores_gemma":[0.9991111,0.0000607923,0.0001447812,0.0003808319,0.00002141128,0.00028104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004626515,0.0004749439,0.05040383,0.00003594787,0.0002631362,0.00001498555,0.4518312,0.00002711695,0.0000270201,0.04034141,0.01542673,0.4411075],"study_design_scores_gemma":[0.0007547039,0.00004755711,0.009611223,0.0001215041,0.00003255008,0.000002827046,0.07791207,0.0001133588,0.00002990357,0.002657522,0.908076,0.0006407566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.507321,0.0004623766,0.0007110655,0.01822146,0.0004084728,0.000555073,0.000003090988,0.0007401221,0.4715773],"genre_scores_gemma":[0.9354889,0.00004434756,0.014078,0.003767984,0.00175353,0.00005665589,0.00001804585,0.0000716377,0.04472095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8926493,"threshold_uncertainty_score":0.9972377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05089540485571954,"score_gpt":0.2962881949461758,"score_spread":0.2453927900904562,"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."}}