{"id":"W4245472402","doi":"10.18740/ss27246","title":"Introduction","year":2018,"lang":"en","type":"article","venue":"Socialist studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.0002624259,0.00008577933,0.0001473687,0.00003618247,0.0006004857,0.00001631085,0.00006286644,0.00002645227,0.0001902462],"category_scores_gemma":[0.0007988819,0.00007841387,0.00004112806,0.0002548824,0.0008771903,0.00008980961,0.00007439184,0.00004755495,0.009250201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738085,"about_ca_system_score_gemma":0.00001621604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004208017,"about_ca_topic_score_gemma":0.0001995243,"domain_scores_codex":[0.9993093,0.00005412173,0.0001091408,0.0001822307,0.00015853,0.0001866909],"domain_scores_gemma":[0.9993843,0.00003355593,0.00005920042,0.0001321689,0.0003720474,0.00001872135],"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":[0.00001372582,0.00001748757,0.001268093,0.000005582463,0.0001599128,4.883196e-7,0.0057976,5.735844e-8,0.0009594028,0.03123211,0.9599766,0.0005688982],"study_design_scores_gemma":[0.0002490799,0.00007196664,0.007820004,0.000005206023,0.00006191944,0.000001111426,0.008051918,0.000001041192,0.00238169,0.0288725,0.9522994,0.0001841871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6607949,0.005322536,0.00006594248,0.1839794,0.01648922,0.0006230917,0.00009743195,0.002266495,0.130361],"genre_scores_gemma":[0.9667462,0.00005459116,0.0002685197,0.0007217192,0.02684986,0.00002623022,0.000006106507,0.00004030441,0.005286428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3059514,"threshold_uncertainty_score":0.9915212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512638432415364,"score_gpt":0.3909692432849253,"score_spread":0.3258428589607717,"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."}}