{"id":"W6937279664","doi":"10.58079/ogyk","title":"Weak Knowledge: Forms, Functions, and Dynamics","year":2017,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dynamics (music); Field (mathematics); Work (physics); Mixing (physics); Limit (mathematics)","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":[],"consensus_categories":[],"category_scores_codex":[0.004904845,0.0004562774,0.0005871475,0.001876122,0.002734205,0.01081243,0.0007694173,0.002237845,0.01023444],"category_scores_gemma":[0.01090238,0.0003460614,0.0005029378,0.002302984,0.01405292,0.01433511,0.007864505,0.003837881,0.001355548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006098455,"about_ca_system_score_gemma":0.001986446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004220433,"about_ca_topic_score_gemma":0.002973484,"domain_scores_codex":[0.9977109,0.0009305901,0.0001181931,0.000378952,0.0006121443,0.0002491342],"domain_scores_gemma":[0.9952742,0.002598176,0.0002218962,0.0006451929,0.0007928681,0.0004676802],"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":[0.00004571532,0.000007331317,0.0002699962,0.00005709791,0.000006355112,0.00005580801,0.002932271,0.0001521418,0.0002472167,0.9433357,0.01472391,0.0381665],"study_design_scores_gemma":[0.000007905181,0.00002128137,0.001262716,0.0001923182,0.00001130643,0.0001581624,0.002461422,0.0006856867,0.0005825928,0.7813431,0.2132524,0.00002111287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09462519,0.05075375,0.08756603,0.1433036,0.005881905,0.0001112836,0.0008610198,0.0003026564,0.6165945],"genre_scores_gemma":[0.8639109,0.01123869,0.01089198,0.0033588,0.001838025,0.000103914,0.0004660699,0.0002884493,0.1079033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01081243,"threshold_uncertainty_score":0.04424757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970030517602594,"score_gpt":0.278718110759461,"score_spread":0.249017805583435,"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."}}