{"id":"W7046992878","doi":"","title":"Echoing the Cicadas: Neo-Sophism, Gamification of Knowledge & the Expertise-Illusion in the Contemporary Infosphere","year":2023,"lang":"en","type":"other","venue":"Spectrum Research Repository (Concordia University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Dialectic; Agency (philosophy); Textuality; Power (physics); Consciousness; Embodied cognition","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":[0.002619545,0.0006976899,0.0003911158,0.00120157,0.004334236,0.01142106,0.001077916,0.003329478,0.005094566],"category_scores_gemma":[0.006038972,0.0002583885,0.0004116391,0.0008741678,0.03918249,0.01401708,0.005575717,0.005365863,0.0007494397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004448217,"about_ca_system_score_gemma":0.002192935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003099256,"about_ca_topic_score_gemma":0.003641055,"domain_scores_codex":[0.9978403,0.001314665,0.0000453927,0.0002684407,0.0003738036,0.0001574235],"domain_scores_gemma":[0.9977707,0.001373771,0.0001410228,0.000326185,0.0001978551,0.0001905002],"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":[0.000008025856,0.000008255779,0.00007420294,0.0000201442,0.000001578534,0.00005197589,0.006429209,0.0001359215,0.00004407781,0.9875586,0.00225095,0.003417109],"study_design_scores_gemma":[0.000008668911,0.000008982335,0.0001006376,0.00008502215,0.000002788463,0.00009355747,0.00334201,0.001334452,0.0001543653,0.9375747,0.0572866,0.00000824454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05263061,0.008916536,0.05031947,0.07479645,0.0009083589,0.0000533381,0.00006985312,0.0002278105,0.8120776],"genre_scores_gemma":[0.9400542,0.002431837,0.01143308,0.003940453,0.0004174229,0.000103102,0.0000232213,0.0001483124,0.04144823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01142106,"threshold_uncertainty_score":0.03227425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04518497490220886,"score_gpt":0.2951696337842467,"score_spread":0.2499846588820379,"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."}}