{"id":"W6931485108","doi":"10.5281/zenodo.6466745","title":"imageio/imageio: v2.17.0","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geological and Geophysical Studies Worldwide","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AbCellera (Canada)","funders":"","keywords":"Plug-in; Feature (linguistics); Window (computing); Key (lock); Class (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002946211,0.0002430118,0.0002734869,0.0001781247,0.00200332,0.0003662588,0.00123727,0.00008546582,0.8287341],"category_scores_gemma":[0.0002468262,0.0002104994,0.0001035138,0.0005629143,0.0002657643,0.0000706678,0.0008114267,0.000505304,0.06929444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001616096,"about_ca_system_score_gemma":0.000002240096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000592836,"about_ca_topic_score_gemma":0.00002954283,"domain_scores_codex":[0.9978874,0.0003183483,0.0001988056,0.000587008,0.0004935373,0.0005149088],"domain_scores_gemma":[0.999119,0.0000396904,0.0001345802,0.0004119215,0.00008575622,0.0002089905],"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":[0.0000170797,0.00004023594,0.00002662583,0.000030914,0.00004247723,0.0000426755,0.00006003864,0.0000317984,0.000003900314,0.0001642101,0.896527,0.103013],"study_design_scores_gemma":[0.000204871,0.000219915,0.003634886,0.00001395865,0.0000177515,0.0000247475,0.0001027535,0.00006033477,0.000001086838,0.0003306774,0.9951206,0.0002684557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007523844,0.0006431683,0.0000714646,0.0008696078,0.0001840973,0.0003331117,0.001181969,0.001116939,0.9955244],"genre_scores_gemma":[0.006236344,0.0004344082,0.0002652598,0.0008431048,0.0006815028,3.668533e-8,0.01258845,0.002066861,0.976884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7594397,"threshold_uncertainty_score":0.9992959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035102890188039,"score_gpt":0.2009755970790396,"score_spread":0.1806245681771592,"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."}}