{"id":"W2608177828","doi":"","title":"Highlights of Australian Chemistry: Gone Fishin', Again","year":2008,"lang":"en","type":"article","venue":"Chemistry in Australia","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Publishing; Chemistry; Library science; Engineering; 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":[0.003132348,0.0007686089,0.0004759207,0.0005916175,0.004283405,0.004815074,0.000887319,0.004139671,0.01514395],"category_scores_gemma":[0.002914045,0.0003107616,0.0005927425,0.000557723,0.002554854,0.003537207,0.002645972,0.008572139,0.00418312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003721629,"about_ca_system_score_gemma":0.005312994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02039661,"about_ca_topic_score_gemma":0.04681359,"domain_scores_codex":[0.9986978,0.0001964607,0.00004485567,0.0001798806,0.0006367465,0.0002442316],"domain_scores_gemma":[0.9973741,0.0002519925,0.0001000689,0.00008777836,0.0007601291,0.001425948],"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":[0.00004671197,0.00002472309,0.0001924559,0.0001635687,0.000009808482,0.0001837706,0.0002667424,0.0000266538,0.0009889575,0.003719956,0.9809911,0.01338553],"study_design_scores_gemma":[0.00000479438,0.00001969719,0.0005888374,0.00002777733,0.00000384102,0.00009446198,0.0003045666,0.00001537497,0.0002916487,0.0007829533,0.9978564,0.000009674667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002574861,0.08118485,0.0006946287,0.6940861,0.1926559,0.00005757227,0.0001408754,0.0001369339,0.02846823],"genre_scores_gemma":[0.03317115,0.0498119,0.001605743,0.4369398,0.06178635,0.00006137955,0.0001773585,0.0001813066,0.416265],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02039661,"threshold_uncertainty_score":0.05066162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429074989612787,"score_gpt":0.2613728661261583,"score_spread":0.2370821162300305,"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."}}