{"id":"W4233049889","doi":"10.7834/phoenix.69.3-4.0439","title":"","year":2015,"lang":"","type":"article","venue":"Phoenix","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.008279092,0.00202512,0.001971764,0.0009344698,0.0006042542,0.001186651,0.00288337,0.0005998135,0.0002393752],"category_scores_gemma":[0.006901137,0.002361817,0.0007569449,0.005274444,0.001565938,0.004305234,0.002007217,0.001663667,0.06539253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003801621,"about_ca_system_score_gemma":0.003545747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003131475,"about_ca_topic_score_gemma":0.0007385447,"domain_scores_codex":[0.9820172,0.002575757,0.002594482,0.002909275,0.004738079,0.005165199],"domain_scores_gemma":[0.9811027,0.0003745028,0.001316923,0.004359712,0.003115807,0.00973036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01905162,0.007779489,0.2056365,0.0001757679,0.001410342,0.002434951,0.4253561,0.009917123,0.1846012,0.001924869,0.1136704,0.02804166],"study_design_scores_gemma":[0.0743897,0.007495049,0.05345091,0.0005596207,0.002426926,0.002145795,0.03987595,0.0233246,0.289983,0.01891296,0.4793789,0.008056538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712783,0.01041042,0.0003788123,0.003029624,0.00495629,0.001957692,0.0005000309,0.001208996,0.006279827],"genre_scores_gemma":[0.9927149,0.0000624954,0.001857006,0.001262954,0.002279745,0.0001695545,0.0000556992,0.001058706,0.0005389267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3854801,"threshold_uncertainty_score":0.9998502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09428588433975336,"score_gpt":0.3065000779174172,"score_spread":0.2122141935776639,"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."}}