{"id":"W133219695","doi":"10.1007/978-94-007-7009-6_2","title":"Radical Uncertainty in/of the Discovery Sciences","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Epistemology; Philosophy","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":[0.001335141,0.0007131677,0.0004583157,0.0009870901,0.001304524,0.004908607,0.0009926599,0.001961474,0.01291221],"category_scores_gemma":[0.002650595,0.0002690427,0.0002695578,0.000945057,0.009574558,0.007631174,0.001731002,0.00436221,0.003069281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580673,"about_ca_system_score_gemma":0.002424754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281219,"about_ca_topic_score_gemma":0.002273795,"domain_scores_codex":[0.9993754,0.0002238126,0.00001718154,0.00007466146,0.000264882,0.00004409944],"domain_scores_gemma":[0.9987545,0.0009411657,0.00004463146,0.0001080834,0.0001064537,0.00004517884],"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":[0.00000295122,0.000002872152,0.000008801627,0.00004172583,0.000001328858,0.00001020763,0.0001498102,0.0001257572,0.00003763027,0.9758942,0.01212788,0.0115967],"study_design_scores_gemma":[0.0000012301,0.00000196682,0.0000169565,0.00006867625,9.214127e-7,0.00002897027,0.0000561876,0.0001650063,0.00006839402,0.8342225,0.1653658,0.000003389521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001370686,0.07768861,0.03456281,0.01557845,0.003023793,0.0000248251,0.00007708334,0.0001308261,0.867543],"genre_scores_gemma":[0.1542944,0.1036314,0.02980478,0.009611639,0.007177569,0.0001820194,0.0001899395,0.0004083139,0.6946999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9986955,"threshold_uncertainty_score":0.04319566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061460585807608,"score_gpt":0.3569171022650769,"score_spread":0.2507710436843161,"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."}}