{"id":"W1991567096","doi":"10.1002/j.1467-8438.2000.tb00434.x","title":"About Expertise: Response to Peter Churven's Critique","year":2000,"lang":"en","type":"article","venue":"Australian and New Zealand Journal of Family Therapy","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Citation; The arts; Library science; Publishing; Sociology; Media studies; Psychology; Political science; Visual arts; Computer science; Art; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03531562,0.00148367,0.002703381,0.002948371,0.02017767,0.02096206,0.008511955,0.1140366,0.009927565],"category_scores_gemma":[0.2018277,0.001482038,0.001784959,0.003688142,0.04209171,0.02145266,0.01713584,0.1429422,0.004347149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01472117,"about_ca_system_score_gemma":0.02636974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02604987,"about_ca_topic_score_gemma":0.03866273,"domain_scores_codex":[0.9601567,0.01546322,0.002982576,0.004255039,0.01271438,0.004428038],"domain_scores_gemma":[0.7397817,0.2033011,0.007208766,0.004675236,0.03005494,0.01497832],"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":[0.0000249868,0.00001722406,0.0001316345,0.0001414078,0.0000188103,0.0003587551,0.009085609,0.00006835245,0.0000902699,0.02645565,0.9591019,0.004505421],"study_design_scores_gemma":[0.00004858659,0.00002050634,0.0005183598,0.0009691146,0.00002310026,0.0006022088,0.02005025,0.0001847303,0.0001588485,0.03980619,0.9375196,0.00009847716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001217293,0.0006706321,0.00007897121,0.9939476,0.004432574,0.000002175725,0.00000373675,0.000005147861,0.0007374185],"genre_scores_gemma":[0.005565087,0.0007832194,0.0002113253,0.9810385,0.01033434,0.00002577114,0.000005847271,0.00004766485,0.001988225],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1140366,"threshold_uncertainty_score":0.1867691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245321428243555,"score_gpt":0.4374878719893827,"score_spread":0.3129557291650272,"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."}}