{"id":"W1969328812","doi":"10.1177/136140960200700502","title":"Let's get critical!","year":2002,"lang":"en","type":"article","venue":"Journal of Research in Nursing","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Business","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001116778,0.00004204065,0.0001605894,0.0006648694,0.00006825844,0.00001146171,0.00009743409,0.00082813,0.0002541327],"category_scores_gemma":[0.0008168161,0.00003128282,0.00005368909,0.0004526096,0.000476833,0.00007687007,0.00001137838,0.005911584,0.00003239067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134737,"about_ca_system_score_gemma":0.00003744037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000151262,"about_ca_topic_score_gemma":2.452674e-7,"domain_scores_codex":[0.9988962,0.00009961041,0.0002356406,0.00006935639,0.0004014236,0.0002977113],"domain_scores_gemma":[0.9992594,0.0002609777,0.00002969139,0.0001118106,0.0002187945,0.0001193058],"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":[0.0007000058,0.002256162,0.006275749,0.0002277059,0.00009311816,0.009768128,0.002010322,0.00001218694,0.01800806,0.02158063,0.1108401,0.8282279],"study_design_scores_gemma":[0.02344296,0.02036317,0.0563489,0.07283199,0.0003899085,0.07768269,0.01367093,0.01471074,0.08312543,0.1666944,0.4696592,0.001079686],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.238292,0.02219415,0.0003464715,0.6833969,0.0006925435,0.0001297528,3.222923e-7,0.00002080019,0.05492702],"genre_scores_gemma":[0.9949995,0.002644994,0.001507752,0.0001745211,0.0002225014,3.496503e-7,6.515874e-8,0.00000655454,0.0004438038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8271482,"threshold_uncertainty_score":0.9963818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103103598067464,"score_gpt":0.4772757374957976,"score_spread":0.3741721394283336,"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."}}