{"id":"W4233748914","doi":"10.7748/ldp.13.7.39.s20","title":"Face to face","year":2010,"lang":"en","type":"article","venue":"Learning Disability Practice","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Learning disability; Face (sociological concept); Raising (metalworking); Nursing; Psychology; Medicine; Sociology; Engineering; Developmental psychology; Social science","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009593321,0.0001354553,0.0001241557,0.0000356386,0.0002736215,0.0001715844,0.0002235875,0.00007460223,0.0004119178],"category_scores_gemma":[0.01094829,0.0001427052,0.00004998514,0.000277653,0.000109093,0.0004440961,0.00006935081,0.000855286,0.001434698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113823,"about_ca_system_score_gemma":0.00001507802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002516359,"about_ca_topic_score_gemma":0.00006422029,"domain_scores_codex":[0.9985024,0.0002986422,0.000198084,0.0004184609,0.0002805533,0.00030188],"domain_scores_gemma":[0.9982632,0.0007970312,0.0001079957,0.0005540884,0.00009094827,0.0001867286],"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":[0.001371027,0.004179471,0.03891129,0.000209632,0.0000832057,0.000004681436,0.04755653,0.00619742,0.02815001,0.007219533,0.1532404,0.7128769],"study_design_scores_gemma":[0.0001659406,0.000128264,0.02439891,0.00001041921,0.00004076246,0.000007153026,0.007368509,0.0002418651,0.0007323824,0.00009926943,0.9666279,0.0001786255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6759809,0.00001333591,0.001984853,0.255762,0.01321345,0.0006804727,0.000001336068,0.0005599487,0.05180361],"genre_scores_gemma":[0.9800241,6.448331e-7,0.005243937,0.00391653,0.0002392596,0.00002753131,0.000007186569,0.00002674912,0.01051407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8133876,"threshold_uncertainty_score":0.9993428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789629725158944,"score_gpt":0.3532279359506781,"score_spread":0.3353316386990887,"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."}}