{"id":"W2131317115","doi":"10.1007/978-94-6209-998-2_10","title":"On the Shop Floor and Playing Field","year":2015,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"GRASP; Interpretation (philosophy); Action (physics); Field (mathematics); Epistemology; Psychology; Sociology; Computer science; Cognitive science; Mathematics; Philosophy; Programming language; Physics; Pure mathematics","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":[0.0003447549,0.0007321213,0.0004858313,0.001149112,0.004377093,0.005377906,0.0008090498,0.001660594,0.1310406],"category_scores_gemma":[0.0007667552,0.0002961098,0.0003399567,0.001051934,0.003537127,0.003718208,0.002251394,0.002685429,0.03060474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368824,"about_ca_system_score_gemma":0.001579999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007975535,"about_ca_topic_score_gemma":0.01877055,"domain_scores_codex":[0.9995913,0.00009890966,0.00001087056,0.00007366278,0.000121106,0.0001041858],"domain_scores_gemma":[0.999747,0.00007250811,0.00001033071,0.00003070462,0.00005497226,0.00008445192],"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":[0.0000833969,0.00008992603,0.0003630227,0.0001878735,0.000002906671,0.0007483403,0.01801165,0.0002047337,0.001106123,0.4916951,0.3414514,0.1460555],"study_design_scores_gemma":[0.000004007527,0.0000336081,0.0007382851,0.0002777488,0.000001520925,0.0002090704,0.00923604,0.00009769044,0.0001963291,0.01408853,0.9751082,0.000009042297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002804275,0.00121189,0.001481544,0.001688507,0.0008360027,0.00002139429,0.00006830638,0.00008113541,0.991807],"genre_scores_gemma":[0.03492261,0.001268282,0.001875905,0.0007091235,0.0002472188,0.00002319687,0.00009533308,0.0001363137,0.960722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1310406,"threshold_uncertainty_score":0.4383746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1272686216442475,"score_gpt":0.318482045632877,"score_spread":0.1912134239886294,"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."}}