{"id":"W4392117257","doi":"10.5771/9781538120323-189","title":"K","year":2021,"lang":"en","type":"book-chapter","venue":"Rowman & Littlefield Publishers eBooks","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003441303,0.00045605,0.000239653,0.0008432945,0.002335586,0.005279633,0.0006565223,0.00152049,0.2934711],"category_scores_gemma":[0.0008877466,0.0002014917,0.000302028,0.001094119,0.001486578,0.003127034,0.001643122,0.001505358,0.1976152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00220912,"about_ca_system_score_gemma":0.001704388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009542051,"about_ca_topic_score_gemma":0.01334432,"domain_scores_codex":[0.999651,0.00006591315,0.00001520632,0.00007915765,0.0001180551,0.00007065975],"domain_scores_gemma":[0.9997148,0.00004361278,0.00001784608,0.0000454295,0.0001298247,0.00004849625],"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":[0.00003122121,0.00002537754,0.0003132783,0.0001317272,0.000003363008,0.0001131391,0.001159772,0.00007572085,0.0004415173,0.3140455,0.6132297,0.07042973],"study_design_scores_gemma":[0.000001094768,0.000003226046,0.0001151959,0.00004117106,6.172473e-7,0.00006270884,0.0001908329,0.00001848494,0.00006870012,0.005340616,0.9941555,0.000001823603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000503097,0.001045241,0.0004699686,0.001668667,0.00061062,0.00002126562,0.0001824303,0.00006941888,0.9954292],"genre_scores_gemma":[0.005468383,0.0009611431,0.0003639209,0.000924629,0.000137137,0.00002274725,0.0001863707,0.00006731276,0.9918684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.990458,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503278455589785,"score_gpt":0.2574357267237418,"score_spread":0.2324029421678439,"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."}}