{"id":"W6995818335","doi":"","title":"POPPING THE FILTER BUBBLE: THE IMPORTANCE OF ALGORITHMS IN RELATION TO ONLINE ACTIVISM","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Relation (database); Filter (signal processing); Context (archaeology); Action (physics); Online algorithm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003939929,0.0003782481,0.0007506011,0.00189731,0.002052036,0.007880565,0.0009367164,0.002780519,0.04548656],"category_scores_gemma":[0.08214487,0.0003140761,0.0003414504,0.002211997,0.00439229,0.00854045,0.00184242,0.003424809,0.002522964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002709443,"about_ca_system_score_gemma":0.001858688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432239,"about_ca_topic_score_gemma":0.01923524,"domain_scores_codex":[0.997987,0.001334456,0.00004479652,0.0002205055,0.0002529116,0.0001602048],"domain_scores_gemma":[0.877376,0.1104497,0.003290585,0.003772204,0.003034781,0.002076769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003970852,0.0001014302,0.007078503,0.000179587,0.00003740054,0.0001173194,0.001683319,0.004693263,0.0003344252,0.7901591,0.04510581,0.1501127],"study_design_scores_gemma":[0.00007708887,0.00003911967,0.005889295,0.0001685553,0.00003081574,0.00008745957,0.001738685,0.0347591,0.000737235,0.9182196,0.0382216,0.00003152083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1421808,0.007664248,0.1336154,0.07189224,0.0006594358,0.00008138616,0.001160111,0.000933945,0.6418124],"genre_scores_gemma":[0.9441691,0.002042438,0.01451671,0.001632633,0.000637338,0.00006854879,0.0002788456,0.0007666993,0.03588764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04548656,"threshold_uncertainty_score":0.1521677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015283033296195,"score_gpt":0.2239606874471523,"score_spread":0.2038078571141903,"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."}}