{"id":"W4392638944","doi":"10.31274/jlsc.17765","title":"Brief Reviews of Books and Products: Algorithms of Resistance: The Everyday Fight against Platform Power","year":2024,"lang":"en","type":"article","venue":"Journal of Librarianship and Scholarly Communication","topic":"Digital Media and Philosophy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Resistance (ecology); Power (physics); Computer science; Algorithm; Biology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167183,0.00009820273,0.0002564025,0.0001322875,0.00008784536,0.0009168443,0.001021883,0.00005772139,0.000002168369],"category_scores_gemma":[0.0003365811,0.00006107696,0.0000685258,0.0003527229,0.000123507,0.007593837,0.0002090193,0.0004722137,6.701557e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001136221,"about_ca_system_score_gemma":0.0001356405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001293546,"about_ca_topic_score_gemma":7.171429e-7,"domain_scores_codex":[0.9986893,0.0002023557,0.0006324621,0.0001183813,0.0002715416,0.00008597377],"domain_scores_gemma":[0.9982949,0.0003762857,0.0004137095,0.0006710961,0.0001771673,0.00006684252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000136228,0.0002187038,0.002012209,0.0009402234,0.0002523943,0.00002415309,0.0327734,0.000001744317,0.00415956,0.5849262,0.01945187,0.3551033],"study_design_scores_gemma":[0.0009326322,0.0006014633,0.01803776,0.004224711,0.00009177777,0.0001482425,0.0003794332,0.0003941738,0.005174443,0.2353149,0.73433,0.0003705205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1671396,0.6695964,0.01134536,0.08225618,0.001335365,0.001005337,0.00003663956,0.00006879593,0.06721631],"genre_scores_gemma":[0.9762567,0.0108244,0.01209492,0.0004743614,0.00007249156,0.000003041359,0.000002441017,0.00000869173,0.000262989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8091171,"threshold_uncertainty_score":0.884115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159617545645928,"score_gpt":0.2518419648612273,"score_spread":0.210245789404768,"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."}}