{"id":"W4411618092","doi":"10.51847/go33bkjuc9","title":"10.51847/Go33Bkjuc9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pharmacology and Nanomedicine Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colloidal gold; Identification (biology); Nanoparticle; Nanotechnology; Computer science; Materials science; Biology; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009995393,0.0002390648,0.000306962,0.0002026506,0.000303493,0.00001374926,0.000511429,0.0003264337,0.9988818],"category_scores_gemma":[0.00008313599,0.0002263223,0.00009638851,0.0004878101,0.0002329783,0.0001076271,0.00009006333,0.0008768964,0.9885346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007386194,"about_ca_system_score_gemma":0.0001107987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008269939,"about_ca_topic_score_gemma":1.392803e-7,"domain_scores_codex":[0.9977844,0.0004874627,0.0003093108,0.0003921017,0.0002241871,0.0008024825],"domain_scores_gemma":[0.9985316,0.0004330961,0.00003664356,0.0002547776,0.00008175362,0.0006621608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001106962,0.0002364262,0.000008510448,0.00001154891,0.000106568,0.00007716865,0.00003138882,0.0001172703,0.004496341,0.000004214671,0.2951944,0.6986092],"study_design_scores_gemma":[0.001483238,0.000399502,0.0001558043,0.00000726345,0.00007938348,0.0000440003,0.000001275861,0.0005973456,0.001991902,0.000009523895,0.9949794,0.0002513362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0212038,0.0004088904,5.228966e-7,0.003071412,0.00003378014,0.0004930823,0.00004482686,0.0002209068,0.9745228],"genre_scores_gemma":[0.006123499,0.00001898412,0.00002932417,0.001962807,0.0005424363,0.0000994826,0.00003186788,0.00003262654,0.991159],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6997851,"threshold_uncertainty_score":0.9229156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0776515306163232,"score_gpt":0.4102164983579022,"score_spread":0.332564967741579,"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."}}