{"id":"W4254029834","doi":"10.18740/s4s594","title":"FrontMatter","year":2012,"lang":"en","type":"article","venue":"Socialist studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Business","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":[],"category_scores_codex":[0.0003114337,0.0001158468,0.0002091224,0.00002771736,0.0003365291,0.00001247877,0.00007538241,0.00003311319,0.0006184688],"category_scores_gemma":[0.0002472332,0.00009951479,0.00007368402,0.0001053735,0.0002451199,0.0001929262,0.000111675,0.00006556812,0.03946432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699996,"about_ca_system_score_gemma":0.000008513587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005071256,"about_ca_topic_score_gemma":0.00003894846,"domain_scores_codex":[0.9991183,0.00006775179,0.0001215941,0.00009666139,0.0001862318,0.0004095105],"domain_scores_gemma":[0.9995992,0.00009138,0.00005822404,0.000120622,0.00007898962,0.0000515911],"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":[0.000003734177,0.0000362494,0.1113282,0.00000962885,0.0001996317,4.779769e-7,0.01091844,3.655582e-8,0.0001132293,0.00624303,0.8710137,0.0001336534],"study_design_scores_gemma":[0.0004064441,0.00001101922,0.1589873,0.00001418128,0.0001253916,0.000001104076,0.01483358,1.985648e-7,0.0003293521,0.005204762,0.8197431,0.0003435713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4765545,0.03684012,0.00002374793,0.01862705,0.004889939,0.0004178541,0.0001517159,0.0009926604,0.4615023],"genre_scores_gemma":[0.979016,0.00001290122,0.0002129562,0.002700443,0.001692302,0.00004576279,0.000004750497,0.0000465922,0.01626829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5024614,"threshold_uncertainty_score":0.9612836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051253551057744,"score_gpt":0.3887649600409173,"score_spread":0.2836396049351429,"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."}}