{"id":"W4238591147","doi":"10.7748/ns.15.40.24.s40","title":"Perspectives","year":2001,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Political science; Psychology; Library science; Medical education; Medicine; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0003938869,0.000186023,0.0001991329,0.0001685143,0.0004309991,0.0001927434,0.000184922,0.0001072259,0.0004206849],"category_scores_gemma":[0.000230751,0.0001937226,0.0000865073,0.0003708896,0.0002806872,0.000404966,0.00000190755,0.0003139433,0.0001143612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006411372,"about_ca_system_score_gemma":0.00009641803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003510106,"about_ca_topic_score_gemma":0.00001202228,"domain_scores_codex":[0.9983585,0.0001484889,0.0001981163,0.0003847055,0.0004403518,0.0004698001],"domain_scores_gemma":[0.9990606,0.0001406638,0.0001008859,0.0003695146,0.0001916852,0.000136676],"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":[0.005695399,0.001298043,0.01222316,0.00005151808,0.00007490468,0.00003040703,0.2736219,0.00002887921,0.003165296,0.01751752,0.2549055,0.4313875],"study_design_scores_gemma":[0.002015061,0.001003089,0.0272908,0.0007294579,0.0002460048,0.0004131333,0.1705238,0.0000760999,0.003903246,0.03189081,0.7610239,0.000884504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4432448,0.006553333,0.006011124,0.2407453,0.01629875,0.0005927833,0.00002014537,0.001167886,0.2853658],"genre_scores_gemma":[0.9935315,0.00002805735,0.002547967,0.0005589554,0.001203161,0.000006025773,0.000008545979,0.00005299229,0.002062743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5502867,"threshold_uncertainty_score":0.7899779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848041232358277,"score_gpt":0.3513831760328283,"score_spread":0.3229027637092455,"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."}}