{"id":"W6948616579","doi":"10.5167/uzh-212883","title":"Microslides","year":2021,"lang":"en","type":"book-chapter","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Window (computing); Mount; Sample (material); Falling (accident); Fish <Actinopterygii>","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":[],"consensus_categories":[],"category_scores_codex":[0.0001521294,0.0002174509,0.0004468501,0.00001853104,0.0006955134,0.00007915847,0.0005161568,0.0001300972,0.00033937],"category_scores_gemma":[0.000006302596,0.0001211823,0.000149401,0.00004080874,0.0002418326,0.0001326281,0.001076252,0.0001952667,0.00001835759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001240823,"about_ca_system_score_gemma":0.00001721428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004625521,"about_ca_topic_score_gemma":0.001634718,"domain_scores_codex":[0.9990358,0.00007964965,0.0001354889,0.0004339547,0.0001448545,0.00017023],"domain_scores_gemma":[0.9992095,0.0003646534,0.0002083787,0.00004704207,0.00006742374,0.0001029705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007446449,0.0003259477,0.009437797,0.0003024516,0.001251249,0.002854684,0.001807874,0.000001027638,0.7097617,0.07649135,0.1501683,0.04685292],"study_design_scores_gemma":[0.0002301593,0.0003351973,0.0529003,0.0003690467,0.0001649908,0.0001073127,0.001028734,0.000003405706,0.0004721385,0.00397522,0.9398616,0.0005519064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0970914,0.002660028,0.000007473112,0.0003438796,0.00007901654,0.0002985318,0.0004340135,0.00003568828,0.89905],"genre_scores_gemma":[0.06784902,0.003740373,0.001075392,0.0000955595,0.0002586671,4.177886e-7,0.0002227754,0.000004061686,0.9267538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7896932,"threshold_uncertainty_score":0.5349397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090726812490058,"score_gpt":0.1698905396983116,"score_spread":0.138983271573411,"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."}}