{"id":"W4300200054","doi":"10.51952/9781447330882.ch004","title":"Standpoints, disciplines, spaces","year":2017,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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":[0.00946598,0.0009030268,0.000757071,0.003109941,0.01590546,0.01973229,0.001699823,0.003204984,0.01164778],"category_scores_gemma":[0.007895174,0.0004576463,0.000562511,0.002969856,0.05461328,0.01557701,0.01421578,0.006673965,0.002280414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008560702,"about_ca_system_score_gemma":0.005449453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00258876,"about_ca_topic_score_gemma":0.002705753,"domain_scores_codex":[0.9883679,0.008546462,0.0002484069,0.0009879685,0.0009664075,0.0008830063],"domain_scores_gemma":[0.9946544,0.002337293,0.000325049,0.0005823899,0.000502274,0.001598654],"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":[0.00001403498,0.00001906012,0.0003457049,0.00008797934,0.000003906478,0.0001822514,0.1414918,0.00003052557,0.00009996642,0.8444698,0.006524547,0.006730482],"study_design_scores_gemma":[0.00001488286,0.00002846346,0.0003193065,0.0004455797,0.00000466462,0.000366309,0.1714592,0.0000551109,0.00008079976,0.2990382,0.5281739,0.00001357425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04290795,0.01667212,0.01573703,0.05949557,0.003440552,0.0001278173,0.0001651934,0.0001233751,0.8613304],"genre_scores_gemma":[0.9105362,0.008633498,0.008020218,0.01044173,0.0008744677,0.0002670376,0.0001409377,0.0002200344,0.06086596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01973229,"threshold_uncertainty_score":0.06211251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3895621233879689,"score_gpt":0.5065868419986617,"score_spread":0.1170247186106927,"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."}}