{"id":"W4233488099","doi":"10.5406/illinois/9780252036774.003.0006","title":"Another Paradigm","year":2017,"lang":"en","type":"book","venue":"University of Illinois Press eBooks","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paradigm shift; Citizen journalism; Context (archaeology); Period (music); Social change; Field (mathematics); Political science; Public relations; Sociology; Epistemology; History; Aesthetics; Law; Art","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":[0.003670233,0.001025534,0.0006170609,0.002466923,0.008088124,0.01122761,0.00203557,0.004262661,0.03215294],"category_scores_gemma":[0.003371735,0.0003567612,0.001139603,0.001953878,0.01762027,0.0145465,0.006501968,0.008257415,0.008542097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009543719,"about_ca_system_score_gemma":0.007572331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005862059,"about_ca_topic_score_gemma":0.005199569,"domain_scores_codex":[0.9954475,0.001645106,0.0001626987,0.001049065,0.001170205,0.0005255014],"domain_scores_gemma":[0.9981559,0.0005380209,0.0001180599,0.0003924861,0.0005354956,0.0002600491],"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":[0.000002389121,0.000004103217,0.0000200912,0.00001723938,9.646736e-7,0.00001292525,0.0008398713,0.00001953051,0.0000314807,0.9876079,0.008138372,0.003305051],"study_design_scores_gemma":[0.000005254271,0.000008533861,0.00003659681,0.00008995619,0.000001863845,0.0001087214,0.001015083,0.00009249599,0.00005209657,0.295588,0.7029951,0.000006218204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001208461,0.005173674,0.02027788,0.02310711,0.003001117,0.00007440094,0.0001142357,0.0001081537,0.9469351],"genre_scores_gemma":[0.2171015,0.01438736,0.04011121,0.02649199,0.004664967,0.0009777584,0.0006175794,0.0006307173,0.6950169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03215294,"threshold_uncertainty_score":0.1075624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852213473362185,"score_gpt":0.2480301770363325,"score_spread":0.2095080423027107,"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."}}