{"id":"W4236627550","doi":"10.1017/s1431927602021050","title":"Additional Scientific Events","year":2002,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; The Internet; George (robot); Computer science; Art; Art history; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001378998,0.0001083872,0.0001157386,0.00008455354,0.000336813,0.00009729194,0.000154609,0.00003844636,0.156047],"category_scores_gemma":[0.00001638632,0.00009948998,0.00007600313,0.00036229,0.0002065931,0.0001350066,0.0001505189,0.00006503376,0.001510093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003673293,"about_ca_system_score_gemma":9.516349e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003663549,"about_ca_topic_score_gemma":0.00002376623,"domain_scores_codex":[0.9991055,0.00002793419,0.0001475348,0.0003674615,0.000152647,0.0001988831],"domain_scores_gemma":[0.9996322,0.00002872903,0.00005355991,0.000215937,0.00000543613,0.00006412419],"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":[0.00000191784,0.00007170068,0.005464994,0.00000396204,0.00003108435,0.000002483705,0.00007895273,0.000009090348,0.03141492,0.00001019766,0.9378129,0.02509781],"study_design_scores_gemma":[0.0001339899,0.00002188137,0.004785826,0.00002059191,0.00007510337,0.000006557023,0.00003491184,0.0009824669,0.00912246,0.0005322546,0.9840572,0.0002267368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212434,0.000774762,0.003364096,0.001070871,0.0002540353,0.000418755,0.002143183,0.000384518,0.07034637],"genre_scores_gemma":[0.8532792,0.0002001015,0.01857827,0.0005855971,0.00005253174,0.00005649832,0.0007463552,0.00002428954,0.1264771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1545369,"threshold_uncertainty_score":0.9992673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105442987468126,"score_gpt":0.2303218428292142,"score_spread":0.2197775440824016,"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."}}