{"id":"W7128492793","doi":"10.64903/1480-6800.18.1.19","title":"Introductory Note","year":2015,"lang":"","type":"article","venue":"Arab world geographer","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006263896,0.0004949356,0.0006060156,0.0004823821,0.0001560034,0.00009284235,0.0003164784,0.0001069791,0.006696704],"category_scores_gemma":[0.00008175446,0.0004513572,0.0004547954,0.001584032,0.0003432382,0.0002750129,0.0002558074,0.0007927805,0.002190241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542823,"about_ca_system_score_gemma":0.0002488384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422742,"about_ca_topic_score_gemma":0.0006463733,"domain_scores_codex":[0.9967554,0.0001781193,0.0006175441,0.0007580673,0.0007768142,0.0009140759],"domain_scores_gemma":[0.9972414,0.0000892891,0.0001671987,0.001211897,0.0002452087,0.001045043],"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":[0.001170607,0.001023364,0.2470049,0.0001107488,0.0005380551,0.0006693678,0.001228353,0.00003073478,0.0003542194,0.001537372,0.6993654,0.04696691],"study_design_scores_gemma":[0.004236825,0.0006171198,0.04202792,0.0002066789,0.000746677,0.0000726803,0.0004727073,0.0001146067,0.0003759856,0.0007253606,0.9497957,0.000607777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4793156,0.1149993,0.0002082721,0.07026942,0.019648,0.002000709,0.0000777842,0.0004332676,0.3130477],"genre_scores_gemma":[0.9545259,0.0004041311,0.0005508108,0.01553112,0.004340481,0.00003012328,0.0000573886,0.00008052427,0.02447946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4752104,"threshold_uncertainty_score":0.9997938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937395282355561,"score_gpt":0.2739879942170774,"score_spread":0.2546140413935218,"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."}}