{"id":"W7111403992","doi":"10.1371/journal.pone.0324954.s002","title":"Country Selection (Figure S2).","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honesty; Situational ethics; Perception; Context (archaeology); Deception; Test (biology); Selection (genetic algorithm); Personality","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":[0.001177808,0.0009068357,0.000874799,0.002615977,0.001940845,0.002137873,0.001128344,0.0008207091,0.6259866],"category_scores_gemma":[0.005929711,0.0004642909,0.0006853245,0.005810465,0.0002794709,0.001073819,0.001519873,0.001094156,0.3127839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916331,"about_ca_system_score_gemma":0.001913789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093824,"about_ca_topic_score_gemma":0.02201003,"domain_scores_codex":[0.9990742,0.0001620237,0.0000870872,0.0002749835,0.0001813601,0.000220279],"domain_scores_gemma":[0.9977301,0.0008147581,0.0002029674,0.0003561708,0.0006565712,0.0002395498],"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":[0.0004529149,0.0001126477,0.01250123,0.00118952,0.00005165655,0.0002981453,0.0005478525,0.0002742294,0.001873878,0.0040726,0.9449282,0.03369696],"study_design_scores_gemma":[0.0001338591,0.00005840302,0.02052704,0.0003659205,0.00005323394,0.0002688848,0.0009460273,0.0003528423,0.0007469535,0.001612524,0.9748976,0.00003669215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.004261308,0.0001574547,0.001789797,0.0003384011,0.0003003605,0.0003811417,0.956001,0.00100463,0.03576588],"genre_scores_gemma":[0.01649858,0.0004013488,0.00861758,0.0008276296,0.00008266093,0.001845502,0.9071251,0.001062094,0.06353941],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3740134,"threshold_uncertainty_score":0.5334847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378637690261415,"score_gpt":0.2692660738952298,"score_spread":0.2554796969926157,"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."}}