{"id":"W2399087390","doi":"10.7748/ns.25.23.62.s55","title":"Seeing the bigger picture","year":2011,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Sociology; Data science; Political science; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007068299,0.000930001,0.001030156,0.002055503,0.01522666,0.01567491,0.00169032,0.01048996,0.07712379],"category_scores_gemma":[0.01363237,0.0005760706,0.0008209003,0.001667239,0.01329286,0.02180995,0.007913193,0.03245063,0.009768767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01948487,"about_ca_system_score_gemma":0.04715177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4459293,"about_ca_topic_score_gemma":0.7078353,"domain_scores_codex":[0.9950525,0.0008200482,0.00008924883,0.000558354,0.001812276,0.001667681],"domain_scores_gemma":[0.9820001,0.002049432,0.0003267339,0.0004907373,0.005864346,0.009268704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007065513,0.0000288747,0.001324849,0.0001514228,0.00002068042,0.000209842,0.003078385,0.00003483565,0.0004198288,0.03281282,0.9257988,0.03604907],"study_design_scores_gemma":[0.00001538307,0.00001959635,0.002448311,0.0004692627,0.00002211626,0.0001300291,0.0149518,0.0000370396,0.0001212639,0.01567077,0.9660596,0.00005491128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001499426,0.01422911,0.0005355509,0.9440965,0.01419282,0.000009072122,0.0002037745,0.00007631,0.02515745],"genre_scores_gemma":[0.07408538,0.03580431,0.001995336,0.715925,0.01052811,0.0000500023,0.0003774824,0.0005340155,0.1607004],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4459293,"threshold_uncertainty_score":0.8866674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09559655532237207,"score_gpt":0.391971944500603,"score_spread":0.2963753891782309,"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."}}