{"id":"W6926476823","doi":"10.24385/lincoln.25159016.v3","title":"Library","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); Exhibition; Performance art; Suite; Poetry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004031417,0.001075061,0.001050522,0.00210917,0.002449422,0.008799876,0.001353417,0.001477169,0.8937489],"category_scores_gemma":[0.001750101,0.0004297405,0.0006656449,0.004162359,0.0005530962,0.002985781,0.003159657,0.001517479,0.8944175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426793,"about_ca_system_score_gemma":0.002420788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007351259,"about_ca_topic_score_gemma":0.01419624,"domain_scores_codex":[0.9994686,0.00003055931,0.00002691598,0.0001363735,0.0002663369,0.00007129893],"domain_scores_gemma":[0.9990535,0.00006026364,0.00003322369,0.0001968117,0.0003993862,0.0002568282],"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":[0.00001483666,0.00001786343,0.0000686358,0.00009299017,0.000002060672,0.00002439732,0.00002690043,0.00001591501,0.0001371164,0.001687963,0.9419874,0.05592383],"study_design_scores_gemma":[0.000002832332,0.000003192474,0.0001137561,0.00002718426,7.596905e-7,0.00001510303,0.0000247643,0.000007909765,0.00002605839,0.0001648454,0.9996113,0.000002166984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007995882,0.0003144688,0.0001984293,0.000420364,0.000746679,0.00006482689,0.00298386,0.001311228,0.9938803],"genre_scores_gemma":[0.0002817521,0.0003117353,0.0002011504,0.0002719442,0.0001548576,0.00003566424,0.001868405,0.0003343396,0.9965401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1062511,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241089901782062,"score_gpt":0.2477825094262469,"score_spread":0.2236735192480407,"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."}}