{"id":"W4385594075","doi":"10.59962/9780774835893-011","title":"Notes","year":2017,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Communism, Protests, Social Movements","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; German Historical Institute; University of Oxford; Harvard University; Princeton University; University of Cambridge; Yale University; Northwest Scientific Association; Johns Hopkins University","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003303004,0.0001388872,0.0004713609,0.0000368756,0.00181249,0.0003893591,0.00160247,0.0005635261,0.0008884984],"category_scores_gemma":[0.0001091535,0.0003978752,0.0002766771,0.000003603414,0.001948428,0.0001523916,0.0007439592,0.0004364784,0.00001844664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161454,"about_ca_system_score_gemma":0.0003846699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8643634,"about_ca_topic_score_gemma":0.9295945,"domain_scores_codex":[0.9983684,0.0000993243,0.0001889712,0.0003674283,0.0006417797,0.0003340591],"domain_scores_gemma":[0.9980834,0.0001486987,0.0005802378,0.0006677905,0.0003455758,0.0001743544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004700452,0.0001196438,0.000658525,0.0002686713,0.0007233185,0.0009147722,0.01811442,5.390018e-7,0.00001568459,0.08119628,0.1079644,0.7899767],"study_design_scores_gemma":[0.0004508146,0.00003737715,0.0007280249,0.0006591271,0.0001165376,0.00000151238,0.0003384241,5.849601e-7,0.000001086864,0.0177626,0.9795173,0.0003866564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006777232,0.0002629387,0.00001239844,0.00004342769,0.0002906797,0.0007374628,0.0004184748,0.000119503,0.9974374],"genre_scores_gemma":[0.02238207,0.0007013515,0.000236029,0.00003243745,0.0001550499,7.34738e-7,0.00001571095,0.00003662011,0.97644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8715528,"threshold_uncertainty_score":0.9998473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04302131245168813,"score_gpt":0.2457871491813148,"score_spread":0.2027658367296266,"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."}}