{"id":"W4416002155","doi":"10.5465/amproc.2025.17270symposium","title":"Organized Science Denial: Reviving a Symposium Discussion to Propose Actionable Plans","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Science communication; Action (physics); Social media; NASA Chief Scientist; Plan (archaeology); Session (web analytics)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.08579227,0.001456461,0.001087488,0.002405501,0.01980383,0.02791707,0.005170325,0.01944573,0.01596801],"category_scores_gemma":[0.1194266,0.00118167,0.002852401,0.00127534,0.01963543,0.027461,0.02749449,0.0422014,0.005796318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008897956,"about_ca_system_score_gemma":0.02077351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009125195,"about_ca_topic_score_gemma":0.001368212,"domain_scores_codex":[0.9498057,0.03418205,0.002106696,0.002748297,0.007194776,0.003962416],"domain_scores_gemma":[0.8917852,0.05371386,0.005428435,0.006882025,0.01516666,0.02702373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002219341,0.0003595423,0.0006310031,0.0006842958,0.00006686535,0.0007871068,0.1285084,0.0006362069,0.002380659,0.3178836,0.5040192,0.04382123],"study_design_scores_gemma":[0.00003776496,0.00009713603,0.0001646557,0.0004124836,0.00001949528,0.00008619771,0.04490238,0.000431854,0.000441647,0.05197761,0.9013618,0.00006709475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008657047,0.002466797,0.02846928,0.791855,0.1343045,0.000599709,0.000133855,0.000538383,0.03297552],"genre_scores_gemma":[0.4202182,0.00457128,0.0488338,0.3304076,0.07410629,0.003450368,0.0005773577,0.001697604,0.1161375],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9801962,"threshold_uncertainty_score":0.4537183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246247232813473,"score_gpt":0.3383279408548216,"score_spread":0.3258654685266869,"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."}}