{"id":"W4254495255","doi":"10.1038/35020643","title":"In the eye of the beholder","year":2000,"lang":"en","type":"article","venue":"Nature","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Optometry; Medicine","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":[0.007817893,0.00047763,0.0006837434,0.001285738,0.01121017,0.01071228,0.001045391,0.01162256,0.01250776],"category_scores_gemma":[0.02039054,0.0003328333,0.0003932881,0.0007155839,0.03547706,0.01639486,0.006736322,0.02445705,0.003243354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004129553,"about_ca_system_score_gemma":0.007021687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008495728,"about_ca_topic_score_gemma":0.02121556,"domain_scores_codex":[0.9954302,0.002254785,0.00008693944,0.0004355421,0.001168012,0.000624474],"domain_scores_gemma":[0.9898787,0.00511226,0.0005616993,0.0006504077,0.001634227,0.002162758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008070556,0.00004622136,0.001100026,0.00009955453,0.0000131107,0.0002912941,0.02145106,0.00006538741,0.000342217,0.5573927,0.3906029,0.02851483],"study_design_scores_gemma":[0.00002208448,0.00002163163,0.0004252433,0.000243852,0.000005426723,0.0002664508,0.01988668,0.00007885431,0.000118187,0.2412199,0.7376878,0.00002382583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003155088,0.01151522,0.00155881,0.9220532,0.01077692,0.000006395709,0.00002559345,0.00004913017,0.0508597],"genre_scores_gemma":[0.294909,0.01386445,0.003431854,0.5486858,0.02162881,0.00005882901,0.0000475719,0.000277929,0.1170958],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01250776,"threshold_uncertainty_score":0.04184264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311519891795139,"score_gpt":0.3915236425628143,"score_spread":0.3584084436448629,"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."}}