{"id":"W7100252970","doi":"","title":"SUMMARY","year":2014,"lang":"en","type":"article","venue":"","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Work (physics); Order (exchange)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001400974,0.000023152,0.000048084,0.00001684311,0.0002034359,0.000002219386,0.0000753596,0.00004667618,0.02761553],"category_scores_gemma":[0.004289532,0.00001435005,0.000009963147,0.00004333147,0.00001770041,0.00005940252,0.00004505008,0.0003346431,0.008462859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007438238,"about_ca_system_score_gemma":0.00008374431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164974,"about_ca_topic_score_gemma":0.00008061202,"domain_scores_codex":[0.9989479,0.0004957561,0.00009268017,0.00006085126,0.0001713615,0.0002315202],"domain_scores_gemma":[0.9970955,0.002540049,0.00002061534,0.0001140703,0.00003191557,0.0001978262],"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":[0.00002366454,0.00001113682,0.01171171,0.00005057235,0.000003354757,0.00000101275,0.0001096037,2.044398e-8,0.00009548819,0.05851936,0.8459638,0.08351029],"study_design_scores_gemma":[0.0001426071,0.00002624293,0.002905524,0.0000153878,7.558019e-7,6.399462e-8,0.000145788,0.0001571281,0.00001089586,0.003027415,0.9935486,0.00001960758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004328551,0.00004210036,0.002764497,0.01005016,0.0001805517,0.00008779526,3.795487e-7,0.00004777087,0.9824982],"genre_scores_gemma":[0.4842433,0.0002946256,0.002150876,0.02661983,0.001202143,0.00005718974,0.00000848838,0.00001091747,0.4854126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4970856,"threshold_uncertainty_score":0.9923092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2022509599564586,"score_gpt":0.5874869958653417,"score_spread":0.3852360359088831,"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."}}