{"id":"W2276675692","doi":"","title":"A Voice to the Voiceless, or Littering in the Woods","year":2014,"lang":"en","type":"article","venue":"˜The œalbatross","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literature; Linguistics; Poetry; Art; Pictogram; Psychology; History; Communication; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000775529,0.0001946179,0.0001593746,0.00004341887,0.0002461746,0.0001401266,0.0008166275,0.00006159159,0.00001548773],"category_scores_gemma":[0.00004632811,0.00008937559,0.00006842252,0.0002618147,0.00005311979,0.00005186938,0.00009427713,0.000405678,0.0002192191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003324625,"about_ca_system_score_gemma":0.00001372138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001486676,"about_ca_topic_score_gemma":0.003471854,"domain_scores_codex":[0.9987965,0.0001651322,0.0001952729,0.0001817245,0.0002355145,0.0004258914],"domain_scores_gemma":[0.9987829,0.0004587559,0.0000229164,0.0006658254,0.00001587109,0.00005368471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004072031,0.0001874293,0.005213333,0.0005186268,0.0002229052,0.00006597451,0.1545496,0.5400347,0.007524327,0.00160118,0.06513693,0.2245378],"study_design_scores_gemma":[0.0009834979,0.0002212895,0.03870712,0.0001045462,0.00006151245,0.000104517,0.001677114,0.1659188,0.0007640824,0.004586152,0.7860615,0.0008099166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7020299,0.000519045,0.2817394,0.002924678,0.0008798811,0.0009082381,0.00001495152,0.0003749803,0.01060895],"genre_scores_gemma":[0.9964888,0.00001180123,0.0002939695,0.001944226,0.0007261434,0.00009827571,0.000001535569,0.00004079287,0.0003944174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7209246,"threshold_uncertainty_score":0.3644631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903539171542776,"score_gpt":0.2411665287988563,"score_spread":0.2221311370834285,"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."}}