{"id":"W6930100801","doi":"10.5281/zenodo.12367041","title":"Iso 2341 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Connexins and lens biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Limiting; Work (physics); Subpoena","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":["insufficient_payload"],"category_scores_codex":[0.002125473,0.002217662,0.001376371,0.006008435,0.001889449,0.00924585,0.004288709,0.003032295,0.757692],"category_scores_gemma":[0.007467016,0.001226783,0.001441745,0.004555104,0.001120028,0.006595668,0.003244055,0.002789987,0.7630352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002392232,"about_ca_system_score_gemma":0.003737781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006541298,"about_ca_topic_score_gemma":0.006658774,"domain_scores_codex":[0.996758,0.0001609549,0.0001791205,0.0002452147,0.002439297,0.0002174685],"domain_scores_gemma":[0.9934781,0.0003426567,0.0001687415,0.000573251,0.005016986,0.0004202265],"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":[0.00007750982,0.00006284729,0.00006860018,0.0005402665,0.000005244919,0.00008306831,0.00005259438,0.0001942602,0.001598766,0.005070178,0.8755225,0.1167242],"study_design_scores_gemma":[0.000007593127,0.00001801881,0.0001364992,0.00008377645,0.000003144862,0.00005754907,0.00002967864,0.0000427887,0.0006281203,0.0006913058,0.9982926,0.000009003227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003541795,0.001164883,0.004888824,0.0007917607,0.002877593,0.0004098571,0.01035568,0.005540332,0.9736169],"genre_scores_gemma":[0.001942578,0.00159732,0.002684317,0.0006333269,0.0005263801,0.0001766839,0.01101872,0.003013625,0.9784071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.242308,"threshold_uncertainty_score":0.3456229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753241902085812,"score_gpt":0.2420763552789648,"score_spread":0.2245439362581067,"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."}}