{"id":"W2776517511","doi":"10.1111/cag.12455","title":"New technologies and the political economy of geomorphology","year":2018,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Emerging technologies; Work (physics); Big data; Data science; Sociology; Economic geography; Political science; Computer science; Engineering; Geography; Mechanical engineering; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005817218,0.0002000394,0.0002984181,0.00365869,0.005897705,0.01184398,0.0006068054,0.001333103,0.006493703],"category_scores_gemma":[0.008094805,0.0002300794,0.00020313,0.004060448,0.04456977,0.004672652,0.003610451,0.001832723,0.0002604905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03007931,"about_ca_system_score_gemma":0.01494257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2791676,"about_ca_topic_score_gemma":0.2635774,"domain_scores_codex":[0.9947392,0.002499082,0.00008918501,0.0003699977,0.001511066,0.0007913922],"domain_scores_gemma":[0.9921331,0.004526177,0.0008433668,0.0005986615,0.001253622,0.000644984],"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":[0.000006878367,0.000004777638,0.0009146199,0.00001295461,0.000002878135,0.00002674218,0.002070027,0.0004952623,0.00005729539,0.991028,0.001019572,0.00436114],"study_design_scores_gemma":[0.00002006794,0.00001647768,0.01095583,0.0001895101,0.000009899077,0.00005645698,0.0159834,0.002011834,0.0002882637,0.704054,0.266383,0.00003123553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1365494,0.009632254,0.008368321,0.0715004,0.0002036446,0.00003788244,0.0001769189,0.00003609359,0.773495],"genre_scores_gemma":[0.9911122,0.002123111,0.0005348813,0.0005171968,0.00006634558,0.00001096964,0.00002041845,0.00001192147,0.005602876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9941023,"threshold_uncertainty_score":0.5550852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201645861629058,"score_gpt":0.2448963383155974,"score_spread":0.2328798796993068,"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."}}