{"id":"W2105853435","doi":"10.3390/h3010073","title":"“Imagining What We Know”: The Humanities in a Utilitarian Age","year":2014,"lang":"en","type":"article","venue":"Humanities","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Reflexivity; Retrenchment; Narrative; Value (mathematics); Sociology; Face (sociological concept); Situated; Humanities; Aesthetics; Environmental ethics; Political science; Social science; Art; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004766866,0.0001426505,0.0001428624,0.00004556025,0.0007840087,0.0004945084,0.0004140223,0.00002356903,0.002006814],"category_scores_gemma":[0.00003953006,0.00009890161,0.00004536623,0.0001185479,0.001505154,0.0009161253,0.0002953077,0.0001363918,0.0006097081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006981522,"about_ca_system_score_gemma":0.000005503288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008302,"about_ca_topic_score_gemma":0.01321837,"domain_scores_codex":[0.9988479,0.00007989879,0.0001812416,0.0002367131,0.0002859246,0.0003683276],"domain_scores_gemma":[0.9995297,0.0001495587,0.00004300202,0.000256346,0.000005850976,0.00001551796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003212956,0.0002093183,0.05053445,0.00008131356,0.00003602415,0.00008658085,0.6231502,0.0002231411,0.0006271341,0.1980903,0.01772526,0.1092042],"study_design_scores_gemma":[0.0002216939,0.00008532621,0.06221478,0.0001283135,0.00001082591,0.000006749079,0.2417895,0.0003023958,0.00006783203,0.01800917,0.6768725,0.000290904],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4231515,0.002143083,0.00001061122,0.001470126,0.0004635046,0.000177915,0.000001660241,0.00008581272,0.5724958],"genre_scores_gemma":[0.9877849,0.0009873444,0.00004518419,0.001734985,0.00009936914,0.00004099134,0.000001636642,0.00001119076,0.009294418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6591473,"threshold_uncertainty_score":0.9989055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049478127308792,"score_gpt":0.2466108699537006,"score_spread":0.1961160886806127,"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."}}