{"id":"W7025443635","doi":"","title":"What you want is what you get: A fishy look at the limitations of science","year":2002,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sound recording and reproduction; Video recording; Audio equipment; Digital audio; Documentation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00302453,0.0003885562,0.0004327703,0.002279519,0.00632813,0.01196422,0.001002737,0.002895673,0.08626122],"category_scores_gemma":[0.009016239,0.0003104971,0.0002516775,0.002465012,0.006513557,0.00852383,0.003027784,0.005042961,0.02118717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006544974,"about_ca_system_score_gemma":0.00674088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.054059,"about_ca_topic_score_gemma":0.1758761,"domain_scores_codex":[0.9981087,0.0004601328,0.00009214151,0.00009290309,0.001030074,0.0002161174],"domain_scores_gemma":[0.9946381,0.002070831,0.0001378401,0.000452945,0.001836041,0.0008641206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001001095,0.000005746007,0.00008986991,0.000075238,0.00000104213,0.00004237057,0.0008559673,0.00001281537,0.00009193402,0.0321642,0.9296709,0.03697996],"study_design_scores_gemma":[0.00000215323,0.000003999207,0.0004177599,0.0001765386,0.000001285477,0.00005880705,0.001841406,0.00001261974,0.00005366324,0.01152158,0.9859043,0.000005761506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001639906,0.02686687,0.001169911,0.3822308,0.006669428,0.00002637028,0.0003687183,0.0002898306,0.5807382],"genre_scores_gemma":[0.03335064,0.02963792,0.002588466,0.03804076,0.003433425,0.00008584101,0.0003710348,0.0008171194,0.8916747],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9936719,"threshold_uncertainty_score":0.2885725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324484753215119,"score_gpt":0.1932484534958893,"score_spread":0.1700036059637381,"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."}}