{"id":"W2938371112","doi":"10.1111/anti.12534","title":"New Frontiers of Philanthro‐capitalism: Digital Technologies and Humanitarianism","year":2019,"lang":"en","type":"article","venue":"Antipode","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Capitalism; Sociology; Framing (construction); Digital transformation; Context (archaeology); Political economy; Politics; Economic system; Political science; Economics; Law; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004438355,0.00006755806,0.000133066,0.00003491178,0.00007948274,0.00006264469,0.0001865244,0.00009354548,0.00005616681],"category_scores_gemma":[0.0000294386,0.0000586321,0.00002866152,0.00007882118,0.0002151373,0.0004752899,0.00005468434,0.00006773196,0.00002358511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001208187,"about_ca_system_score_gemma":0.00005174547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008634253,"about_ca_topic_score_gemma":0.0001474844,"domain_scores_codex":[0.9994457,0.00000690888,0.00009443785,0.0001303599,0.0001570157,0.0001656262],"domain_scores_gemma":[0.9997724,0.00001022662,0.00004628326,0.0001247352,0.00002041562,0.00002595172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003425788,0.00003144984,0.5096846,0.00003334541,0.00009503317,0.0000100776,0.02310128,0.000002709442,0.004475405,0.2731384,0.1455344,0.04385907],"study_design_scores_gemma":[0.001373935,0.000334572,0.09276164,0.0001133933,0.00005003292,0.000007646748,0.08409923,0.00001848849,0.02215215,0.2556457,0.5426603,0.0007829851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758292,0.0008913061,0.0001637004,0.001369495,0.0004073451,0.0001184483,0.0000219241,0.00009376976,0.02110478],"genre_scores_gemma":[0.9970534,0.0003701184,0.0006269356,0.0000308934,0.00006223018,4.154483e-7,0.000003233541,0.000005699938,0.001847015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.416923,"threshold_uncertainty_score":0.2390947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005320189933558261,"score_gpt":0.2210746751515323,"score_spread":0.2157544852179741,"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."}}