{"id":"W4413928465","doi":"10.33612/diss.1388932830","title":"Online Extremist Ecosystems","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Political science; Business; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009006281,0.0002212737,0.0001962927,0.001594119,0.006979169,0.006953946,0.0007781268,0.0008137418,0.01679659],"category_scores_gemma":[0.001977181,0.0001888455,0.0001862254,0.001274214,0.004627356,0.004408403,0.004658971,0.001075756,0.001269204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004934189,"about_ca_system_score_gemma":0.004511285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0501004,"about_ca_topic_score_gemma":0.1235616,"domain_scores_codex":[0.9992187,0.0002252631,0.00001278624,0.00007474941,0.0001596024,0.0003089057],"domain_scores_gemma":[0.9984456,0.0002187696,0.0002773256,0.0001591996,0.0002760182,0.0006231455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001499681,0.0002965977,0.06892958,0.000487472,0.00007173644,0.001811942,0.1335602,0.0008749212,0.002039655,0.5886755,0.04055694,0.1625455],"study_design_scores_gemma":[0.00001382617,0.000105123,0.1127901,0.000733955,0.00004233269,0.0007347345,0.1541289,0.001448962,0.0007554131,0.06876401,0.6604374,0.00004510892],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3254937,0.001309269,0.002929343,0.005228818,0.0001137107,0.0000875229,0.0003201287,0.0001011025,0.6644165],"genre_scores_gemma":[0.9689058,0.001537779,0.001295028,0.0005903107,0.00004554767,0.00003088744,0.0001372167,0.00002748538,0.02742999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0501004,"threshold_uncertainty_score":0.0996176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285216563755631,"score_gpt":0.3557783299737137,"score_spread":0.3272566735981506,"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."}}