{"id":"W4299530086","doi":"10.29173/cons10488","title":"Acknowledgements","year":2011,"lang":"en","type":"article","venue":"Constellations","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004579595,0.00004322195,0.0000655755,0.00005493576,0.0004794469,0.000002869555,0.0001016006,0.0000622652,0.3024345],"category_scores_gemma":[0.002525479,0.00003514429,0.00001998838,0.0001353716,0.00007883421,0.0001031255,0.00006323298,0.0002936904,0.05769326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001943928,"about_ca_system_score_gemma":0.0002595632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001246647,"about_ca_topic_score_gemma":0.00005055153,"domain_scores_codex":[0.9990624,0.000264111,0.0001855364,0.00009571164,0.0001378141,0.0002544259],"domain_scores_gemma":[0.998562,0.0007724639,0.00005791032,0.0001735645,0.0002395887,0.0001945041],"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":[0.00004905993,0.0001122378,0.3218401,0.00008040978,0.00005481825,0.000007975726,0.005889689,1.168877e-7,0.00009097822,0.01895764,0.5943943,0.05852259],"study_design_scores_gemma":[0.0003173228,0.00002529467,0.02714125,0.00004226759,0.00001078661,2.923509e-7,0.001281302,0.00006529512,0.00003518579,0.003967654,0.9670526,0.00006079838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01058429,0.0001493211,0.001462277,0.0002543642,0.0006640942,0.0002773974,0.000004951261,0.00005678539,0.9865465],"genre_scores_gemma":[0.9149586,0.0002117875,0.002714072,0.001087996,0.000479473,0.00006621311,0.0000154163,0.00001374313,0.0804527],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9060938,"threshold_uncertainty_score":0.9430404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4332072561727656,"score_gpt":0.5352659486021866,"score_spread":0.102058692429421,"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."}}