{"id":"W7134931452","doi":"10.5281/zenodo.18960801","title":"Ep. 69: Unsung Hero: The Gooseneck Mic's AI Power","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prompt (Canada)","funders":"","keywords":"Desk; Skepticism; Microphone; HERO; Consistency (knowledge bases); Power (physics); Wonder","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":[0.001071252,0.0005492687,0.0002753639,0.000421475,0.01241986,0.009103626,0.0009681078,0.008838482,0.08714899],"category_scores_gemma":[0.004461326,0.0004326715,0.0003512484,0.0004643806,0.003366112,0.00532497,0.003772316,0.01465275,0.03772922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004539526,"about_ca_system_score_gemma":0.003147366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0450904,"about_ca_topic_score_gemma":0.1006405,"domain_scores_codex":[0.9986285,0.0002623764,0.00003513253,0.0001859704,0.0004882036,0.0003998496],"domain_scores_gemma":[0.9992804,0.0002574975,0.00003368323,0.0000633544,0.0002083919,0.0001567199],"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":[0.00001006467,0.00000585669,0.00005426478,0.00002329949,7.268025e-7,0.0001478445,0.001538879,0.0000117556,0.00007784651,0.0227419,0.9700693,0.005318471],"study_design_scores_gemma":[0.000001445052,0.000003155066,0.0001647392,0.00003857839,5.919356e-7,0.00005757727,0.001204834,0.00001126235,0.00004361398,0.001208147,0.9972618,0.000004212091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002664306,0.003645392,0.00116453,0.2084965,0.01555804,0.00007343306,0.0005652568,0.00032146,0.767511],"genre_scores_gemma":[0.01971451,0.001001014,0.0002934816,0.07667327,0.002799262,0.00008297985,0.0001559185,0.0004208364,0.8988587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08714899,"threshold_uncertainty_score":0.2915424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054812984781942,"score_gpt":0.3278352333492232,"score_spread":0.3072871035014038,"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."}}