{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002933614,0.001437903,0.0007599787,0.001618715,0.002150388,0.004094347,0.0008434653,0.002960141,0.9410005],"category_scores_gemma":[0.0009872915,0.0004686963,0.0004955314,0.001533624,0.0007608881,0.002789884,0.002620228,0.001327845,0.8955773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006138018,"about_ca_system_score_gemma":0.0004890537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084954,"about_ca_topic_score_gemma":0.003795402,"domain_scores_codex":[0.9997432,0.00002511344,0.00001072681,0.00008452121,0.00007769413,0.0000587602],"domain_scores_gemma":[0.9995601,0.0001017472,0.00002631467,0.00007309562,0.00008841112,0.0001503902],"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":[0.0001117209,0.000120338,0.0006120321,0.0002162866,0.000008555176,0.0002031037,0.0002362001,0.00007839677,0.00105407,0.01290816,0.6359296,0.3485215],"study_design_scores_gemma":[0.00001571607,0.00003350041,0.001005741,0.0001127177,0.00000475145,0.0001594353,0.0002102227,0.00006565614,0.0002501316,0.001826419,0.9963089,0.000006906887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00090371,0.0005167263,0.000180434,0.0007913308,0.0006676851,0.00001767876,0.0004902852,0.0003030066,0.9961292],"genre_scores_gemma":[0.001486537,0.0001616036,0.00006331693,0.0001358748,0.00006802387,0.000005774429,0.0001295602,0.00006357166,0.9978858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9410005,"threshold_uncertainty_score":0.08415562,"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."}}