{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003255303,0.0002979986,0.0002671102,0.0001676259,0.002845315,0.0009048943,0.0005105661,0.0001745989,0.0008353274],"category_scores_gemma":[0.0007011644,0.0002917767,0.00009746666,0.000133541,0.0004144137,0.01464355,0.0003094506,0.0003157606,0.002403436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264607,"about_ca_system_score_gemma":0.00008231289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002275301,"about_ca_topic_score_gemma":0.0009797424,"domain_scores_codex":[0.9979761,0.0001051762,0.0003733616,0.0007351609,0.0003687507,0.0004414441],"domain_scores_gemma":[0.9983527,0.0001639343,0.000323584,0.0007234547,0.0001811001,0.000255219],"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":[0.00007094153,0.0001881484,0.0001751997,0.00004152454,0.00001007537,0.00001876072,0.00003005235,0.000004374874,0.001055237,0.9570428,0.006689946,0.03467294],"study_design_scores_gemma":[0.007656233,0.001050714,0.06347477,0.0006823457,0.0003067271,0.0008820776,0.001535317,0.008209755,0.04230433,0.5785295,0.2925182,0.002850069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01109983,0.0001156757,0.001578401,0.0200923,0.002555598,0.0006287537,0.0005402561,0.0002441902,0.963145],"genre_scores_gemma":[0.9838163,0.0003583231,0.0001730694,0.004740341,0.0005260188,0.0002232702,0.0004083693,0.00003753315,0.00971676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9727165,"threshold_uncertainty_score":0.9999534,"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."}}