{"id":"W2476026317","doi":"10.5871/bacad/9780197265765.003.0016","title":"Conflicting Goals, Ideologies, and Beliefs in the Field","year":2014,"lang":"en","type":"book-chapter","venue":"British Academy eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Documentation; Indigenous; Work (physics); Field (mathematics); Public relations; Sociology; Political science; Engineering ethics; Environmental ethics; Social science; Epistemology; Engineering; Politics; Law; Ecology; Computer science","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":[0.03123159,0.0004500933,0.00069743,0.004212638,0.01911433,0.0230105,0.001972184,0.004169217,0.002274992],"category_scores_gemma":[0.01152247,0.0004641365,0.0003133762,0.002702437,0.1236736,0.01359635,0.01075243,0.009828245,0.000658727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01159691,"about_ca_system_score_gemma":0.01243091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076682,"about_ca_topic_score_gemma":0.01596308,"domain_scores_codex":[0.9815482,0.01208537,0.0004688549,0.001166111,0.003568142,0.001163313],"domain_scores_gemma":[0.9864819,0.009935355,0.0004685015,0.0004982507,0.00110827,0.001507773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001187258,0.00002691191,0.0005770289,0.00009745059,0.000004018221,0.0001570268,0.3046797,0.00006075187,0.0001724748,0.6706522,0.00374275,0.01981778],"study_design_scores_gemma":[0.00001448469,0.00003384062,0.001434072,0.00188454,0.000007390142,0.0003769814,0.3801438,0.0001936674,0.0002134329,0.333241,0.282416,0.00004071251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08963909,0.03429127,0.01018354,0.1338188,0.002296415,0.00006342323,0.00003177723,0.00006146463,0.7296142],"genre_scores_gemma":[0.9048871,0.01696595,0.006465961,0.01461364,0.0007071981,0.000118815,0.00003880707,0.0001379972,0.05606458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03123159,"threshold_uncertainty_score":0.1651704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04336252366415857,"score_gpt":0.3742445232039746,"score_spread":0.3308819995398161,"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."}}