{"id":"W7035707450","doi":"","title":"Accepting alternate solutions under objective-based codes","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Power (physics); Order (exchange); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.008986919,0.001030957,0.0009616136,0.002050148,0.001570816,0.005170372,0.002535372,0.002465092,0.01038231],"category_scores_gemma":[0.04717112,0.0004601684,0.001402596,0.001678181,0.002591279,0.006859427,0.005468681,0.002469898,0.001872463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002565235,"about_ca_system_score_gemma":0.003654669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003163659,"about_ca_topic_score_gemma":0.005472365,"domain_scores_codex":[0.9886035,0.003304561,0.0009611185,0.00134397,0.004742647,0.00104423],"domain_scores_gemma":[0.971352,0.01372355,0.002115458,0.005626119,0.006304372,0.0008783647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006567692,0.0003487677,0.006011102,0.0005597991,0.0001348152,0.0004205528,0.002481061,0.09951608,0.005012669,0.5711313,0.005870195,0.3078569],"study_design_scores_gemma":[0.0001668157,0.0003658678,0.001060139,0.0002415758,0.00008947851,0.0002349867,0.001325148,0.5010739,0.007551427,0.4634407,0.02437015,0.00007989432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08966599,0.0002510588,0.8701404,0.002351888,0.000220019,0.0004832281,0.0003995917,0.001383696,0.03510411],"genre_scores_gemma":[0.3460514,0.0002521362,0.6361178,0.0005093007,0.0001256074,0.0009013442,0.0008465585,0.000525111,0.01467066],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01038231,"threshold_uncertainty_score":0.04752797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036285697293627,"score_gpt":0.2960232257409393,"score_spread":0.2597375284473123,"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."}}