{"id":"W7057170495","doi":"","title":"Hacktivists from the Inside: Collective Identity, Target
\\nSelection and Tactical Use of Media during the Quebec
\\nMaple Spring Protests","year":2023,"lang":"en","type":"article","venue":"CNR SOLAR (Scientific Open-access Literature Archive and Repository) (University of Southampton)","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Social media; Ethnography; Categorization; Selection (genetic algorithm); Thematic analysis; Freedom of information","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005503436,0.0001831387,0.0002905038,0.0001888077,0.002039784,0.00254007,0.0008768959,0.00008537099,0.00004212549],"category_scores_gemma":[0.0002101323,0.0001360721,0.00007027492,0.001240113,0.0008572468,0.002899341,0.001352985,0.0002827584,0.000006645666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004650624,"about_ca_system_score_gemma":0.0001891853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009550875,"about_ca_topic_score_gemma":0.00688721,"domain_scores_codex":[0.9980964,0.0003444085,0.0002530124,0.0006057366,0.0004225106,0.000277916],"domain_scores_gemma":[0.9983319,0.0005458023,0.0003232709,0.0004277386,0.0002443451,0.0001269548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005504288,0.0001746408,0.1191605,0.0001498098,0.0001172244,0.00008994171,0.08514499,0.0000791936,0.7925255,0.0007499219,0.001044205,0.0002135513],"study_design_scores_gemma":[0.0008376582,0.0000606678,0.9519588,0.0002460674,0.00006722316,0.00001610601,0.002031072,0.001452438,0.03832058,0.003244048,0.001489626,0.000275677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964959,0.0001979873,0.001505112,0.0001675987,0.0005383617,0.0006185891,0.0002000268,0.0000481209,0.0002283048],"genre_scores_gemma":[0.9976201,0.00003852358,0.0003817923,0.00001903731,0.00006886252,0.000003903785,0.00004090916,0.00001232503,0.00181456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8327983,"threshold_uncertainty_score":0.9992594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362020429325837,"score_gpt":0.2453360794602039,"score_spread":0.2217158751669455,"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."}}