{"id":"W3155244575","doi":"10.1016/j.clae.2021.03.003","title":"Luigina Sorbara (December 26, 1953 – February 10, 2021)","year":2021,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002649963,0.0003631979,0.0003116523,0.000658158,0.0008800656,0.0003763778,0.00051812,0.0004831619,0.08725739],"category_scores_gemma":[0.0004720033,0.0001222769,0.0001595043,0.0001866024,0.0002390013,0.000307296,0.0008322159,0.0005193177,0.0282361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005615622,"about_ca_system_score_gemma":0.0003413577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007396811,"about_ca_topic_score_gemma":0.02374341,"domain_scores_codex":[0.9999002,0.000005465877,0.000002606017,0.00004226747,0.00002941106,0.00002000796],"domain_scores_gemma":[0.9998702,0.00001484704,0.00001395361,0.000006547905,0.00004765786,0.00004677027],"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":[0.000649388,0.00008743485,0.003957162,0.0003655144,0.00002286964,0.001092902,0.0002053177,0.0001497953,0.0131569,0.001624808,0.7466329,0.2320549],"study_design_scores_gemma":[0.000004624348,0.00005233313,0.004142022,0.00002132249,0.000004649838,0.0001584616,0.00003219621,0.00003268602,0.0006671832,0.00007661166,0.9948053,0.000002695224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04579481,0.09828943,0.004038831,0.04351963,0.1443166,0.0007253088,0.007842547,0.001693389,0.6537795],"genre_scores_gemma":[0.02608033,0.004251703,0.0004826453,0.001389077,0.002123984,0.00002449334,0.0009914845,0.00005741953,0.9645989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08725739,"threshold_uncertainty_score":0.291905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794548069613505,"score_gpt":0.2327616892423849,"score_spread":0.2148162085462498,"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."}}