{"id":"W198183540","doi":"","title":"Reflections from the Ditch","year":2012,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Ditch; Computer science; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009530526,0.0005981945,0.0007422924,0.001113446,0.02095883,0.01489551,0.001904123,0.01852892,0.02383251],"category_scores_gemma":[0.02364442,0.0003960617,0.000410471,0.001410865,0.04208329,0.01617722,0.01105685,0.02809968,0.003499598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01104064,"about_ca_system_score_gemma":0.008747786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0217914,"about_ca_topic_score_gemma":0.05045149,"domain_scores_codex":[0.9909176,0.005017259,0.0001496833,0.001230701,0.001244712,0.001440038],"domain_scores_gemma":[0.9855281,0.01077186,0.000311375,0.0006946902,0.001347065,0.001347024],"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":[0.00003632854,0.00002414557,0.0001697484,0.00005079313,0.000005681791,0.0001673885,0.0290838,0.00005571335,0.000111742,0.642203,0.3203174,0.007774329],"study_design_scores_gemma":[0.00001831247,0.000009564823,0.0002525253,0.0003066,0.000003376829,0.00006087537,0.03099513,0.00004985362,0.000210031,0.1112068,0.8568643,0.00002256457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006373433,0.01004149,0.0007032697,0.8517218,0.006398189,0.00001591716,0.00004503195,0.00002260185,0.1246783],"genre_scores_gemma":[0.2369305,0.004491418,0.0007397047,0.5569401,0.004167726,0.0001055903,0.0000362159,0.0002836018,0.196305],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02383251,"threshold_uncertainty_score":0.08010584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175114182665705,"score_gpt":0.3806273071826904,"score_spread":0.2631158889161199,"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."}}