{"id":"W2037865851","doi":"10.1016/j.pain.2010.02.017","title":"The audacity of scope","year":2010,"lang":"en","type":"letter","venue":"Pain","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"George (robot); Scope (computer science); Columbia university; Library science; History; Media studies; Computer science; Sociology; Art history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006475836,0.0002803703,0.0006670888,0.0006768355,0.003458322,0.003722372,0.001721738,0.0145466,0.009987252],"category_scores_gemma":[0.03072204,0.0003233791,0.0003350133,0.0004668905,0.01412261,0.004875739,0.002191442,0.03044612,0.003428108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005465204,"about_ca_system_score_gemma":0.005113989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009411718,"about_ca_topic_score_gemma":0.02410962,"domain_scores_codex":[0.9955553,0.001129635,0.0003080901,0.0006492803,0.0017926,0.0005649996],"domain_scores_gemma":[0.9748783,0.01620065,0.0009333502,0.001559487,0.004234562,0.002193786],"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":[0.0001034284,0.00002628139,0.001511644,0.0001336293,0.00001617305,0.002904231,0.002514477,0.00008799198,0.0005666042,0.1846359,0.7382978,0.06920182],"study_design_scores_gemma":[0.0000327825,0.00002602687,0.002195675,0.000578169,0.000009805952,0.003776548,0.002423766,0.0002303221,0.0002140121,0.08985151,0.9006197,0.00004158364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001431792,0.004609988,0.0003910256,0.9597203,0.005552371,0.000004515414,0.00002011541,0.00001513032,0.02825481],"genre_scores_gemma":[0.1076054,0.01015468,0.000688144,0.8239098,0.02906793,0.00004077299,0.00003774263,0.00006143811,0.02843407],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0145466,"threshold_uncertainty_score":0.03965306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069183956077465,"score_gpt":0.3273296944940366,"score_spread":0.306637854933262,"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."}}